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Queisner M, Eisenträger K. Surgical planning in virtual reality: a systematic review. J Med Imaging (Bellingham) 2024; 11:062603. [PMID: 38680654 PMCID: PMC11043584 DOI: 10.1117/1.jmi.11.6.062603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 03/05/2024] [Accepted: 03/18/2024] [Indexed: 05/01/2024] Open
Abstract
Purpose Virtual reality (VR) technology has emerged as a promising tool for physicians, offering the ability to assess anatomical data in 3D with visuospatial interaction qualities. The last decade has witnessed a remarkable increase in the number of studies focusing on the application of VR to assess patient-specific image data. This systematic review aims to provide an up-to-date overview of the latest research on VR in the field of surgical planning. Approach A comprehensive literature search was conducted based on the preferred reporting items for systematic reviews and meta-analyses covering the period from April 1, 2021 to May 10, 2023. It includes research articles reporting on preoperative surgical planning using patient-specific medical images in virtual reality using head-mounted displays. The review summarizes the current state of research in this field, identifying key findings, technologies, study designs, methods, and potential directions for future research. Results The selected studies show a positive impact on surgical decision-making and anatomy understanding compared to other visualization modalities. A substantial number of studies are reporting anecdotal evidence and case-specific outcomes. Notably, surgical planning using VR led to more frequent changes in surgical plans compared to planning with other visualization methods when surgeons reassessed their initial plans. VR demonstrated benefits in reducing planning time and improving spatial localization of pathologies. Conclusions Results show that the application of VR for surgical planning is still in an experimental stage but is gradually advancing toward clinical use. The diverse study designs, methodologies, and varying reporting hinder a comprehensive analysis. Some findings lack statistical evidence and rely on subjective assumptions. To strengthen evaluation, future research should focus on refining study designs, improving technical reporting, defining visual and technical proficiency requirements, and enhancing VR software usability and design. Addressing these areas could pave the way for an effective implementation of VR in clinical settings.
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Affiliation(s)
- Moritz Queisner
- Charité – Universitätsmedizin Berlin, Department of Surgery, Experimental Surgery, Berlin, Germany
- Humboldt Universität zu Berlin, Cluster of Excellence Matters of Activity, Berlin, Germany
| | - Karl Eisenträger
- Charité – Universitätsmedizin Berlin, Department of Surgery, Experimental Surgery, Berlin, Germany
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Jiao H, Kalsbeek A, Yi CX. Microglia, circadian rhythm and lifestyle factors. Neuropharmacology 2024; 257:110029. [PMID: 38852838 DOI: 10.1016/j.neuropharm.2024.110029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 05/30/2024] [Accepted: 06/03/2024] [Indexed: 06/11/2024]
Abstract
Microglia, a vital homeostasis-keeper of the central nervous system, perform critical functions such as synaptic pruning, clearance of cellular debris, and participation in neuroinflammatory processes. Recent research has shown that microglia exhibit strong circadian rhythms that not only actively regulate their own immune activity, but also affect neuronal function. Disruptions of the circadian clock have been linked to a higher risk of developing a variety of diseases. In this article we will provide an overview of how lifestyle factors impact microglial function, with a focus on disruptions caused by irregular sleep-wake patterns, reduced physical activity, and eating at the wrong time-of-day. We will also discuss the potential connection between these lifestyle factors, disrupted circadian rhythms, and the role of microglia in keeping brain health. This article is part of the Special Issue on "Microglia".
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Affiliation(s)
- Han Jiao
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, location AMC, University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam, the Netherlands; Department of Clinical Chemistry, Laboratory of Endocrinology, Amsterdam University Medical Center, location AMC, Amsterdam, the Netherlands; Netherlands Institute for Neuroscience, Amsterdam, the Netherlands
| | - Andries Kalsbeek
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, location AMC, University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam, the Netherlands; Department of Clinical Chemistry, Laboratory of Endocrinology, Amsterdam University Medical Center, location AMC, Amsterdam, the Netherlands; Netherlands Institute for Neuroscience, Amsterdam, the Netherlands
| | - Chun-Xia Yi
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, location AMC, University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam, the Netherlands; Department of Clinical Chemistry, Laboratory of Endocrinology, Amsterdam University Medical Center, location AMC, Amsterdam, the Netherlands; Netherlands Institute for Neuroscience, Amsterdam, the Netherlands.
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Zook HG, Cruz RS, Capesius TR, Haynes MC. Implementing Self-Measured Blood Pressure Monitoring With Clinical Support: A Qualitative Study of Federally Qualified Health Centers. JOURNAL OF PUBLIC HEALTH MANAGEMENT AND PRACTICE 2024; 30:S107-S115. [PMID: 39041744 PMCID: PMC11268788 DOI: 10.1097/phh.0000000000001894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
CONTEXT Self-measured blood pressure monitoring (SMBP) with clinical support is effective at reducing blood pressure for people with hypertension. Although strengths and challenges around SMBP are well-documented, few studies describe the complexities of real-world implementation of SMBP with clinical support in the Federally Qualified Health Center (FQHC) setting. PROGRAM Between 2019 and 2023, the Ohio Department of Health funded the Ohio Association of Community Health Centers to manage a multiyear quality improvement (QI) project with 21 FQHCs. The project aimed to improve the identification and management of patients with hypertension, diabetes, and prediabetes. This study focuses on the activities implemented to provide SMBP support to patients with hypertension. IMPLEMENTATION FQHCs implemented clinical SMBP support using multiple roles, approaches, and resources. FQHCs established a process to identify patients eligible for SMBP support, provide blood pressure monitors, train patients on SMBP, track blood pressure readings, follow up with patients, and connect patients to resources. EVALUATION External evaluators interviewed 13 staff members within seven FQHCs from the QI project. Interviewed FQHCs were located across Ohio and represented urban, rural, suburban, and Appalachian areas. Clinical activities to support SMBP, facilitators, and barriers were identified with thematic analysis. The National Association of Community Health Centers SMBP Implementation Toolkit was used as a framework to assess SMBP activities. Facilitators included team-based care, health information technology capacity, funding for blood pressure monitors and staff time, leadership and staff support, and external support. Barriers included technology challenges, staffing shortages, low patient engagement, sustainability, and the COVID-19 pandemic. DISCUSSION This study demonstrates how FQHCs can use a variety of staff, processes, and resources to implement clinical SMBP support across a range of geographic regions. To facilitate this, FQHCs and patients may need more comprehensive insurance coverage of blood pressure monitors, reimbursement for staff time, and technology support.
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Santala OE, Lipponen JA, Jäntti H, Rissanen TT, Tarvainen MP, Väliaho ES, Rantula OA, Naukkarinen NS, Hartikainen JEK, Martikainen TJ, Halonen J. Novel Technologies in the Detection of Atrial Fibrillation: Review of Literature and Comparison of Different Novel Technologies for Screening of Atrial Fibrillation. Cardiol Rev 2024; 32:440-447. [PMID: 36946975 PMCID: PMC11296284 DOI: 10.1097/crd.0000000000000526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
Atrial fibrillation (AF) is globally the most common arrhythmia associated with significant morbidity and mortality. It impairs the quality of the patient's life, imposing a remarkable burden on public health, and the healthcare budget. The detection of AF is important in the decision to initiate anticoagulation therapy to prevent thromboembolic events. Nonetheless, AF detection is still a major clinical challenge as AF is often paroxysmal and asymptomatic. AF screening recommendations include opportunistic or systematic screening in patients ≥65 years of age or in those individuals with other characteristics pointing to an increased risk of stroke. The popularities of well-being and taking personal responsibility for one's own health are reflected in the continuous development and growth of mobile health technologies. These novel mobile health technologies could provide a cost-effective solution for AF screening and an additional opportunity to detect AF, particularly its paroxysmal and asymptomatic forms.
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Affiliation(s)
- Onni E. Santala
- From the School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
- Doctoral School, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Jukka A. Lipponen
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland
| | - Helena Jäntti
- Centre for Prehospital Emergency Care, Kuopio University Hospital, Kuopio, Finland
| | | | - Mika P. Tarvainen
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Eemu-Samuli Väliaho
- From the School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
- Doctoral School, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Olli A. Rantula
- From the School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
- Doctoral School, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Noora S. Naukkarinen
- From the School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
- Doctoral School, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Juha E. K. Hartikainen
- From the School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
- Heart Center, Kuopio University Hospital, Kuopio, Finland
| | | | - Jari Halonen
- From the School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
- Heart Center, Kuopio University Hospital, Kuopio, Finland
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Kapadia VS, Kawakami MD, Strand ML, Hurst CP, Spencer A, Schmölzer GM, Rabi Y, Wyllie J, Weiner G, Liley HG, Wyckoff MH. Fast and accurate newborn heart rate monitoring at birth: A systematic review. Resusc Plus 2024; 19:100668. [PMID: 38912532 PMCID: PMC11190559 DOI: 10.1016/j.resplu.2024.100668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 05/10/2024] [Accepted: 05/13/2024] [Indexed: 06/25/2024] Open
Abstract
Aim To examine speed and accuracy of newborn heart rate measurement by various assessment methods employed at birth. Methods A search of Medline, SCOPUS, CINAHL and Cochrane was conducted between January 1, 1946, to until August 16, 2023. (CRD 42021283364) Study selection was based on predetermined criteria. Reviewers independently extracted data, appraised risk of bias and assessed certainty of evidence. Results Pulse oximetry is slower and less precise than ECG for heart rate assessment. Both auscultation and palpation are imprecise for heart rate assessment. Other devices such as digital stethoscope, Doppler ultrasound, an ECG device using dry electrodes incorporated in a belt, photoplethysmography and electromyography are studied in small numbers of newborns and data are not available for extremely preterm or bradycardic newborns receiving resuscitation. Digital stethoscope is fast and accurate. Doppler ultrasound and dry electrode ECG in a belt are fast, accurate and precise when compared to conventional ECG with gel adhesive electrodes. Limitations Certainty of evidence was low or very low for most comparisons. Conclusion If resources permit, ECG should be used for fast and accurate heart rate assessment at birth. Pulse oximetry and auscultation may be reasonable alternatives but have limitations. Digital stethoscope, doppler ultrasound and dry electrode ECG show promise but need further study.
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Affiliation(s)
- Vishal S. Kapadia
- University of Texas Southwestern Medical Center, Dallas, TX, United States
| | | | | | | | - Angela Spencer
- Saint Louis University School of Medicine, St. Louis, MO, United States
| | | | - Yacov Rabi
- University of Calgary, Calgary, Alberta, Canada
| | - Jonathan Wyllie
- James Cook University Hospital, Middlesbrough, United Kingdom
| | - Gary Weiner
- University of Michigan, Ann Arbor, MI, United States
| | - Helen G. Liley
- University of Queensland, South Brisbane, Queensland, Australia
| | - Myra H. Wyckoff
- University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - International Liaison Committee on Resuscitation Neonatal Life Support Task Force1
- University of Texas Southwestern Medical Center, Dallas, TX, United States
- Federal University of Sao Paulo, Sao Paulo, Brazil
- Akron Children’s Hospital, Akron, OH, United States
- Charles Darwin University, Brisbane, Queensland Australia
- Saint Louis University School of Medicine, St. Louis, MO, United States
- University of Alberta, Edmonton, Alberta, Canada
- University of Calgary, Calgary, Alberta, Canada
- James Cook University Hospital, Middlesbrough, United Kingdom
- University of Michigan, Ann Arbor, MI, United States
- University of Queensland, South Brisbane, Queensland, Australia
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Ramos SR, Reynolds H, Johnson C, Melkus G, Kershaw T, Thayer JF, Vorderstrasse A. Perceptions of HIV-Related Comorbidities and Usability of a Virtual Environment for Cardiovascular Disease Prevention Education in Sexual Minority Men With HIV: Formative Phases of a Pilot Randomized Controlled Trial. J Med Internet Res 2024; 26:e57351. [PMID: 38924481 DOI: 10.2196/57351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 04/24/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Sexual minority men with HIV are at an increased risk of cardiovascular disease (CVD) and have been underrepresented in behavioral research and clinical trials. OBJECTIVE This study aims to explore perceptions of HIV-related comorbidities and assess the interest in and usability of a virtual environment for CVD prevention education in Black and Latinx sexual minority men with HIV. METHODS This is a 3-phase pilot behavioral randomized controlled trial. We report on formative phases 1 and 2 that informed virtual environment content and features using qualitative interviews, usability testing, and beta testing with a total of 25 individuals. In phase 1, a total of 15 participants completed interviews exploring HIV-related illnesses of concern that would be used to tailor the virtual environment. In phase 2, usability testing and beta testing were conducted with 10 participants to assess interest, features, and content. RESULTS In phase 1, we found that CVD risk factors included high blood pressure, myocardial infarction, stroke, and diabetes. Cancer (prostate, colon, and others) was a common concern, as were mental health conditions. In phase 2, all participants completed the 12-item usability checklist with favorable feedback within 30 to 60 minutes. Beta-testing interviews suggested (1) mixed perceptions of health and HIV, (2) high risk for comorbid conditions, (3) virtual environment features were promising, and (4) the need for diverse avatar representations. CONCLUSIONS We identified several comorbid conditions of concern, and findings carry significant implications for mitigating barriers to preventive health screenings, given the shared risk factors between HIV and related comorbidities. Highly rated aspects of the virtual environment were anonymity; meeting others with HIV who identify as gay or bisexual; validating lesbian, gay, bisexual, transgender, queer, and others (LGBTQ+) images and content; and accessibility to CVD prevention education. Critical end-user feedback from beta testing suggested more options for avatar customization in skin, hair, and body representation. Our next phase will test the virtual environment as a new approach to advancing cardiovascular health equity in ethnic and racial sexual minority men with HIV. TRIAL REGISTRATION ClinicalTrials.gov NCT04061915; https://clinicaltrials.gov/study/NCT05242952. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/38348.
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Affiliation(s)
- S Raquel Ramos
- School of Nursing, Yale University, Orange, CT, United States
- School of Public Health, Social and Behavioral Sciences, Yale University, New Haven, CT, United States
- Center for Interdisciplinary Research on AIDS, Yale University, New Haven, NY, United States
| | - Harmony Reynolds
- Cardiovascular Clinical Research Center, Leon H. Charney Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, United States
| | - Constance Johnson
- Czik School of Nursing, The University of Texas Health Science Center at Houston, Houston, TX, United States
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Gail Melkus
- Rory Myers College of Nursing, New York University, New York, NY, United States
| | - Trace Kershaw
- School of Public Health, Social and Behavioral Sciences, Yale University, New Haven, CT, United States
- Center for Interdisciplinary Research on AIDS, Yale University, New Haven, NY, United States
| | - Julian F Thayer
- School of Social Ecology, Psychological Science, University of California, Irvine, CA, United States
| | - Allison Vorderstrasse
- Elaine Marieb College of Nursing, University of Massachusetts Amherst, Amherst, MA, United States
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Zhang H, Liu Y, Gu R. Correlation between psychological traits and the use of smart medical services in young and middle-aged adults: An observational study. World J Psychiatry 2024; 14:1224-1232. [PMID: 39165550 PMCID: PMC11331391 DOI: 10.5498/wjp.v14.i8.1224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 05/28/2024] [Accepted: 07/10/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND Psychological problems affect economic development. However, there is a huge gap between mental health service resources and mental health service needs. Existing mental health service technology and platforms cannot meet all the diverse mental health needs of people. Smart medicine is a new medical system based online that can effectively improve the quality and efficiency of medical services and make mental health services accessible. AIM To explore the level of intelligent medical use among young and middle-aged people and its correlation with psychological factors. METHODS Convenience sampling was used to select 200 young and middle-aged patients with medical experience at the Third People's Hospital of Chengdu between January 2022 and January 2023 as the research subjects. The general condition Questionnaire, Eysenck Personality Questionnaire, Symptom Checklist-90, General Health Questionnaire, and Smart Medical Service Use Intention Questionnaire were used to collect data. Pearson's correlation was used to analyze the correlation between the participants' willingness to use smart medical services and their personality characteristics, psychological symptoms, and mental health. RESULTS The results revealed that the mental health of young and middle-aged people was poor, and some had psychological problems such as anxiety, depression, and physical discomfort. Familiarity, acceptance, and usage of smart healthcare in this population are at a medium level, and these levels correlate with psychological characteristics. Acceptance was positively correlated with E, and negatively correlated with P, anxiety, fear, anxiety/insomnia, and social dysfunction. The degree of use was negatively correlated with P, obsessive-compulsive symptoms, depression, anxiety, hostility, paranoia, and somatic symptoms. CONCLUSION The familiarity, acceptance, and usage of smart medical services among the middle-aged and young groups are related to various psychological characteristics.
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Affiliation(s)
- Hu Zhang
- Department of Internet Hospital Management, The Third People's Hospital of Chengdu, Chengdu 610031, Sichuan Province, China
| | - Yan Liu
- Department of Neurology, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu 610031, Sichuan Province, China
| | - Rui Gu
- Department of Neurology, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu 610031, Sichuan Province, China
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Kakumanu S, Szefler S, Pappalardo AA, Sales AE, Baptist AP, Stern J, Nyenhuis SM. Applying the dissemination and implementation sciences to allergy and immunology: A Work Group Report from the AAAAI Quality, Adherence, and Outcomes Committee. J Allergy Clin Immunol 2024:S0091-6749(24)00745-0. [PMID: 39162669 DOI: 10.1016/j.jaci.2024.07.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 06/04/2024] [Accepted: 07/18/2024] [Indexed: 08/21/2024]
Abstract
Translating evidence-based practice (EBP) into real-world clinical settings often takes a considerable amount of time and resources. In allergy and immunology, the dissemination and implementation (D&I) sciences facilitate the study of how variations in knowledge, resources, patient populations, and staffing models lead to differences in the clinical care of asthma, allergic disease, and primary immunodeficiency. Despite the need for validated approaches to study how to best apply EBP in the real world, the D&I sciences are underutilized. To address this gap, an American Academy of Allergy, Asthma & Immunology (AAAAI) work group was convened to provide an overview for the role of the D&I sciences in clinical care and future research within the field. For the D&I sciences to be leveraged effectively, teams should be multidisciplinary and inclusive of community and clinical partners, and multimethods approaches to data collection and analyses should be used. Used appropriately, the D&I sciences provide important tools to promote EBP and health equity as well as optimization of clinical practice in allergy and immunology.
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Affiliation(s)
- Sujani Kakumanu
- University of Wisconsin School of Medicine and Public Health, Madison, Wis; William S. Middleton Veterans Memorial Hospital, Madison, Wis.
| | - Stanley Szefler
- Department of Pediatrics, Section of Pediatric Pulmonary and Sleep Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, Colo; Breathing Institute, Children's Hospital Colorado, Aurora, Colo
| | - Andrea A Pappalardo
- Departments of Medicine and Pediatrics, Division of Pulmonary, Critical Care, Sleep and Allergy, University of Illinois, Chicago, Ill
| | - Anne E Sales
- Sinclair School of Nursing and Department of Family and Community Medicine, University of Missouri, Columbia, Mo; Veterans Affairs, Ann Arbor Healthcare System, Ann Arbor, Mich
| | - Alan P Baptist
- Division of Allergy and Clinical Immunology, Henry Ford Health, Detroit, Mich
| | - Jessica Stern
- Division of Allergy, Immunology, and Rheumatology, Division of Pediatric Allergy and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, NY
| | - Sharmilee M Nyenhuis
- Department of Pediatrics, Section of Allergy, Immunology, and Pulmonology, University of Chicago, Chicago, Ill
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Urien JM, Berthelot E, Raphael P, Moine T, Lopes ME, Assayag P, Jourdain P. Evaluation of a New Telemedicine System for Early Detection of Cardiac Instability in Patients With Chronic Heart Failure: Real-Life Out-of-Hospital Study. JMIR Cardio 2024; 8:e52648. [PMID: 39137030 DOI: 10.2196/52648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 04/01/2024] [Accepted: 04/29/2024] [Indexed: 08/15/2024] Open
Abstract
BACKGROUND For a decade, despite results from many studies, telemedicine systems have suffered from a lack of recommendations for chronic heart failure (CHF) care because of variable study results. Another limitation is the hospital-based architecture of most telemedicine systems. Some systems use an algorithm based on daily weight, transcutaneous oxygen measurement, and heart rate to detect and treat acute heart failure (AHF) in patients with CHF as early on as possible. OBJECTIVE The aim of this study is to determine the efficacy of a telemonitoring system in detecting clinical destabilization in real-life settings (out-of-hospital management) without generating too many false positive alerts. METHODS All patients self-monitoring at home using the system after a congestive AHF event treated at a cardiology clinic in France between March 2020 and March 2021 with at least 75% compliance on daily measurements were included retrospectively. New-onset AHF was defined by the presence of at least 1 of the following criteria: transcutaneous oxygen saturation loss, defined as a transcutaneous oxygen measurement under 90%; rise of cardiac frequency above 110 beats per minute; weight gain of at least 2 kg; and symptoms of congestive AHF, described over the phone. An AHF alert was generated when the criteria reached our definition of new-onset acute congestive heart failure (HF). RESULTS A total of 111 consecutive patients (n=70 men) with a median age of 76.60 (IQR 69.5-83.4) years receiving the telemonitoring system were included. Thirty-nine patients (35.1%) reached the HF warning level, and 28 patients (25%) had confirmed HF destabilization during follow-up. No patient had AHF without being detected by the telemonitoring system. Among incorrect AHF alerts (n=11), 5 patients (45%) had taken inaccurate measurements, 3 patients (27%) had supraventricular arrhythmia, 1 patient (9%) had a pulmonary bacterial infection, and 1 patient (9%) contracted COVID-19. A weight gain of at least 2 kg within 4 days was significantly associated with a correct AHF alert (P=.004), and a heart rate of more than 110 beats per minute was more significantly associated with an incorrect AHF alert (P=.007). CONCLUSIONS This single-center study highlighted the efficacy of the telemedicine system in detecting and quickly treating cardiac instability complicating the course of CHF by detecting new-onset AHF as well as supraventricular arrhythmia, thus helping cardiologists provide better follow-up to ambulatory patients.
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Fekete M, Liotta EM, Molnar T, Fülöp GA, Lehoczki A. The role of atrial fibrillation in vascular cognitive impairment and dementia: epidemiology, pathophysiology, and preventive strategies. GeroScience 2024:10.1007/s11357-024-01290-1. [PMID: 39138793 DOI: 10.1007/s11357-024-01290-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 07/15/2024] [Indexed: 08/15/2024] Open
Abstract
The aging population in Europe faces a substantial burden from dementia, with vascular cognitive impairment and dementia (VCID) being a preventable cause. Atrial fibrillation (AF), a common cardiac arrhythmia, increases the risk of VCID through mechanisms such as thromboembolism, cerebral hypoperfusion, and inflammation. This review explores the epidemiology, pathophysiology, and preventive strategies for AF-related VCID. Epidemiological data indicate that AF prevalence rises with age, affecting up to 12% of individuals over 80. Neuroimaging studies reveal chronic brain changes in AF patients, including strokes, lacunar strokes, white matter hyperintensities (WMHs), and cerebral microbleeds (CMHs), while cognitive assessments show impairments in memory, executive function, and attention. The COVID-19 pandemic has exacerbated the underdiagnosis of AF, leading to an increase in undiagnosed strokes and cognitive impairment. Many elderly individuals did not seek medical care due to fear of exposure, resulting in delayed diagnoses. Additionally, reduced family supervision during the pandemic contributed to missed opportunities for early detection of AF and related complications. Emerging evidence suggests that long COVID may also elevate the risk of AF, further complicating the management of this condition. This review underscores the importance of early detection and comprehensive management of AF to mitigate cognitive decline. Preventive measures, including public awareness campaigns, patient education, and the use of smart devices for early detection, are crucial. Anticoagulation therapy, rate and rhythm control, and addressing comorbid conditions are essential therapeutic strategies. Recognizing and addressing the cardiovascular and cognitive impacts of AF, especially in the context of the COVID-19 pandemic, is essential for advancing public health.
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Affiliation(s)
- Mónika Fekete
- Institute of Preventive Medicine and Public Health, Semmelweis University, Budapest, Hungary
- Doctoral College, Health Sciences Program, Semmelweis University, Budapest, Hungary
| | - Eric M Liotta
- Doctoral College, Health Sciences Program, Semmelweis University, Budapest, Hungary
- Department of Neurology, Northwestern University, Chicago, IL, USA
| | - Tihamer Molnar
- Department of Anaesthesiology and Intensive Care, Medical School, University of Pecs, Pecs, Hungary
| | - Gábor A Fülöp
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Andrea Lehoczki
- Institute of Preventive Medicine and Public Health, Semmelweis University, Budapest, Hungary.
- Doctoral College, Health Sciences Program, Semmelweis University, Budapest, Hungary.
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Bilbrey T, Martin J, Zhou W, Bai C, Vaswani N, Shah R, Chokshi SK, Chen X, Bhusri S, Niemi S, Meng H, Lei Z. A Dual-Modality Home-Based Cardiac Rehabilitation Program for Adults with Cardiovascular Disease: Single-Arm Remote Clinical Trial. JMIR Mhealth Uhealth 2024. [PMID: 39150858 DOI: 10.2196/59098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/18/2024] Open
Abstract
BACKGROUND Cardiac rehabilitation (CR) is a safe and effective intervention for individuals with cardiovascular disease (CVD). However, the majority of eligible patients do not complete CR. Growing evidence suggests that home-based CR (HBCR) programs are comparable in effectiveness and safety to traditional center-based programs. More research is needed to explore different ways to deliver HBCR programs to CVD patients. OBJECTIVE This study aims to assess the feasibility and impact of a digital HBCR program (RecoveryPlus.Health, RPH-D) that integrates both telehealth and mHealth modalities on functional exercise capacity, resting heart rate, and quality of life among adults with cardiovascular disease (CVD). METHODS This 12-week prospective, single-arm remote clinical trial used a within-subject design. We recruited adults with CVD (age 40+) from the community with a CR-eligible diagnosis (stable angina pectoris, myocardial infarction, heart failure, etc.) between May and August of 2023. All enrolled patients referred to the RPH clinic in Roanoke, TX were included. The care team provided guideline-concordant CR services to study participants via two modalities: 1) a synchronous telehealth exercise training via video conferencing; and 2) an asynchronous mHealth virtual coaching App (RPH App). Baseline intake survey, electronic health record (EHR), and app log data were used to extract individual characteristics, care processes, and telehealth/mHealth engagement data. Feasibility was measured by program completion rate and CR services use. Efficacy was measured by changes in 6-minute walk test (6MWT), resting heart rate, and quality of life (SF-12) before and after the 12-week program. Paired t tests were used to examine the changes in the outcome variables pre-post intervention. RESULTS A total of 162 met the inclusion criteria, 75 (46.3%) consented and were enrolled. The participants' average age was 64.24 (SD 10.30) years; 37 (49%) were male, and 46 (61%) were White. Heart failure was the most common diagnosis (49%). A total of 62 (83%) participants completed the 12-week study, 62 (83%) used the telehealth modality with an average of 9.63 (SD 3.33) sessions completed, and 59 (79%) used the mHealth modality with an average of 10.97 (SD 11.70) sessions completed. Post intervention, 50 (81%) participants had improved 6MWT, with an average improvement of 40.0 meters (95% CI, 25.6 to 57.1). The average SF-12 physical and mental summary scores improved by 2.7 points (95% CI, 1.1 to 4.3) and 2.2 points (95% CI, 0.1 to 4.5), respectively. There were no changes in resting heart rate and no exercise-related adverse events were reported. CONCLUSIONS The RecoveryPlus.Health digital HBCR program showed feasibility and efficacy in a group of nationally recruited CVD patients. The findings add to the evidence that a telehealth and mHealth dual-modality HBCR program may be a promising approach to overcome some of the main barriers to improving CR access in the U.S. CLINICALTRIAL ClinicalTrials.gov NCT05804500.
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Affiliation(s)
| | | | - Wen Zhou
- RecoveryPlus.Health, Inc., New York, US
| | | | | | | | | | - Xi Chen
- RecoveryPlus.Health, Inc., New York, US
| | | | | | - Hongdao Meng
- School of Aging Studies, University of South Florida, 13301 Bruce B Downs BlvdMHC1300, Tampa, US
| | - Zhen Lei
- RecoveryPlus.Health, Inc., New York, US
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12
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Asadi H, Toni E, Ayatollahi H. Application of telemedicine technology for cardiovascular diseases management during the COVID-19 pandemic: a scoping review. Front Cardiovasc Med 2024; 11:1397566. [PMID: 39188320 PMCID: PMC11345180 DOI: 10.3389/fcvm.2024.1397566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 08/01/2024] [Indexed: 08/28/2024] Open
Abstract
Background Recently, the use of telemedicine technology has increased due to the Covid-19 pandemic. Cardiovascular diseases management is one of the areas that has benefited from using this technology. This study aimed to identify the applications of telemedicine for cardiovascular diseases management during the Covid-19 pandemic. Methods This scoping study was conducted in 2023. Various databases, including PubMed, Web of Science, Scopus, the Cochrane Library, Ovid, CINAHL, ProQuest, and IEEE Xplore along with Google Scholar were searched and all related quantitative, qualitative, and mixed-method studies published in English between 2020 and 2022 were included. Finally, the required data were extracted, and the findings were reported narratively. Results A total of 17 articles were included in this study. The results showed that teleconsultation via telephone and videoconferencing were the most common used technologies. Telemedicine helped to improve clinical impacts such as patient health status and quality of care, and reduced hospitalizations and re-admission rates compared to in-person visits. The non-clinical impact included reducing waiting time, in-person visits, and healthcare costs during the Covid-19 pandemic. Conclusion The Covid-19 pandemic has led to an increased use of telemedicine technology, especially for patients with cardiovascular diseases. As teleconsultation and telemonitoring are useful for cardiovascular diseases management and regular examinations, future research should investigate how these technologies can be improved and used for a wider population.
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Affiliation(s)
- Hassan Asadi
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Esmaeel Toni
- Student Research Committee, Iran University of Medical Sciences, Tehran, Iran
| | - Haleh Ayatollahi
- Health Management and Economics Research Center, Health Management Research Institute, Iran University of Medical Sciences, Tehran, Iran
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13
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van Rijn MM, de Heer LM, Nieuwenhuis-Wendt J, van der Kaaij NP, Moolenaar EGE, van der Ham DH, van der Plank L, Westland H, Weldam SWM. Use of virtual reality in preoperative education of cardiac surgery patients - A feasibility study. PATIENT EDUCATION AND COUNSELING 2024; 129:108394. [PMID: 39168039 DOI: 10.1016/j.pec.2024.108394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 04/15/2024] [Accepted: 08/08/2024] [Indexed: 08/23/2024]
Abstract
OBJECTIVE A Virtual Patient Tour (VPT) was developed to inform cardiac surgery patients about their hospitalization from the admission to their postoperative stay on the ward. The objective of our study was to assess the feasibility and acceptability of this VPT following the framework of the Virtual Reality Clinical Outcomes Research Experts Committee. METHODS In this single-centre cross-sectional study, adult patients admitted to the hospital for elective cardiac surgery were included. Acceptability, usability, and tolerability were measured by the validated questionnaires Unified Theory of Acceptance and Use of Technology (acceptability), System Usability Scale (usability), and Virtual Reality Sickness Questionnaire (tolerability). Descriptive statistics were used for the analysis. RESULTS Twenty-eight participants used the VPT. Results showed high acceptability (mean 16.7 ± 1.5), acceptable usability (mean 86.7 ± 9.3), and high tolerability (sickness score, median 7.1 % [0-17.1 %]). CONCLUSION The use of the VPT is a feasible and promising technique. The next step is to optimize the content and technique of the VPT based on the suggestions of the participants. PRACTICE IMPLICATIONS We recommend incorporating the VPT into preoperative patient education in addition to the routine information in cardiac surgery patients.
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Affiliation(s)
- Michelle M van Rijn
- Department of Cardiothoracic surgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Linda M de Heer
- Department of Cardiothoracic surgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Jenny Nieuwenhuis-Wendt
- Nursing Sciences, Program in Clinical Health Sciences, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Niels P van der Kaaij
- Department of Cardiothoracic surgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Eveline G E Moolenaar
- Department of Cardiothoracic surgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Daan Halle van der Ham
- Department Technology Enhanced Learning, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Lars van der Plank
- Department Technology Enhanced Learning, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Heleen Westland
- Nursing Sciences, Program in Clinical Health Sciences, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Saskia W M Weldam
- Department of Cardiothoracic surgery, University Medical Centre Utrecht, Utrecht, the Netherlands.
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Salih AM, Galazzo IB, Gkontra P, Rauseo E, Lee AM, Lekadir K, Radeva P, Petersen SE, Menegaz G. A review of evaluation approaches for explainable AI with applications in cardiology. Artif Intell Rev 2024; 57:240. [PMID: 39132011 PMCID: PMC11315784 DOI: 10.1007/s10462-024-10852-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/03/2024] [Indexed: 08/13/2024]
Abstract
Explainable artificial intelligence (XAI) elucidates the decision-making process of complex AI models and is important in building trust in model predictions. XAI explanations themselves require evaluation as to accuracy and reasonableness and in the context of use of the underlying AI model. This review details the evaluation of XAI in cardiac AI applications and has found that, of the studies examined, 37% evaluated XAI quality using literature results, 11% used clinicians as domain-experts, 11% used proxies or statistical analysis, with the remaining 43% not assessing the XAI used at all. We aim to inspire additional studies within healthcare, urging researchers not only to apply XAI methods but to systematically assess the resulting explanations, as a step towards developing trustworthy and safe models. Supplementary Information The online version contains supplementary material available at 10.1007/s10462-024-10852-w.
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Affiliation(s)
- Ahmed M. Salih
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ UK
- Department of Population Health Sciences, University of Leicester, University Rd, Leicester, LE1 7RH UK
- Department of Computer Science, University of Zakho, Duhok road, Zakho, Kurdistan Iraq
| | - Ilaria Boscolo Galazzo
- Department of Engineering for Innovative Medicine, University of Verona, S. Francesco, 22, 37129 Verona, Italy
| | - Polyxeni Gkontra
- Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes, 585, 08007 Barcelona, Spain
| | - Elisa Rauseo
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ UK
| | - Aaron Mark Lee
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ UK
| | - Karim Lekadir
- Artificial Intelligence in Medicine Lab (BCN-AIM), Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes, 585, 08007 Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, Barcelona, Spain
| | - Petia Radeva
- Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes, 585, 08007 Barcelona, Spain
| | - Steffen E. Petersen
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ UK
- Barts Heart Centre, St Bartholomew’s Hospital, Barts Health NHS Trust, West Smithfield, London, UK
- Health Data Research, London, UK
- Alan Turing Institute, London, UK
| | - Gloria Menegaz
- Department of Engineering for Innovative Medicine, University of Verona, S. Francesco, 22, 37129 Verona, Italy
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Shiner CT, Li I, Millard M, Mahoney AEJ. Chronic health conditions and disability are prevalent among community users of a digital mental health service: a scoping survey. Disabil Rehabil Assist Technol 2024:1-10. [PMID: 39126196 DOI: 10.1080/17483107.2024.2389208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 07/30/2024] [Indexed: 08/12/2024]
Abstract
Objectives: Digital interventions can offer accessible and scalable treatment for chronic conditions, though often focus separately on physical or mental health. People accessing digital health services may live with multiple conditions or experience overlapping symptoms. This study aimed to describe the breadth and characteristics of chronic health conditions and self-reported disability among routine users of a digital mental health service, and to examine related motivations to engage with digital mental health interventions. Methods: A cross-sectional survey of adults registered with a digital mental health service in the Australian community (THIS WAY UP) was conducted. Participant demography, chronic health conditions, self-reported disability and motivations for accessing digital treatment were collected and analyzed descriptively. Results: 366 participants responded (77% female, mean age 50 ± 15 years). 71.6% of participants (242/338) reported ≥1 chronic health condition and one-third reported multimorbidity (112/338, 33.1%). Chronic pain, musculoskeletal and connective tissue disorders were most common. 26.9% of respondents (90/334) reported a disability, most commonly physical disabilities. 95% of those with chronic conditions reported negative mental health effects and 46% reported heightened interest in digital mental health treatments because of their condition. Primary motivations for digital service use were receiving a recommendation from a health professional and service accessibility. Discussion: People who access digital mental health services in routine care report high rates of heterogenous chronic illness and related disability. There is interest in accessible digital treatments to support mental health at scale among people who live with varied chronic conditions and disabilities.
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Affiliation(s)
- Christine T Shiner
- Clinical Research Unit for Anxiety and Depression (CRUfAD), St Vincent's Hospital Sydney and the University of New South Wales, Sydney, Australia
- School of Clinical Medicine, University of New South Wales, Sydney, Australia
- Department of Rehabilitation, St Vincent's Hospital Sydney, Darlinghurst, NSW, Australia
| | - Ian Li
- Clinical Research Unit for Anxiety and Depression (CRUfAD), St Vincent's Hospital Sydney and the University of New South Wales, Sydney, Australia
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Michael Millard
- Clinical Research Unit for Anxiety and Depression (CRUfAD), St Vincent's Hospital Sydney and the University of New South Wales, Sydney, Australia
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Alison E J Mahoney
- Clinical Research Unit for Anxiety and Depression (CRUfAD), St Vincent's Hospital Sydney and the University of New South Wales, Sydney, Australia
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
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Zepeda-Echavarria A, Ratering Arntz NCM, Westra AH, van Schelven LJ, Euwe FE, Noordmans HJ, Vessies M, van de Leur RR, Hassink RJ, Wildbergh TX, van der Zee R, Doevendans PA, van Es R, Jaspers JEN. On the design and development of a handheld electrocardiogram device in a clinical setting. Front Digit Health 2024; 6:1403457. [PMID: 39184339 PMCID: PMC11341539 DOI: 10.3389/fdgth.2024.1403457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 07/17/2024] [Indexed: 08/27/2024] Open
Abstract
Cardiovascular diseases (CVDs) are a global burden that requires attention. For the detection and diagnosis of CVDs, the 12-lead ECG is a key tool. With technological advancements, ECG devices are becoming smaller and available for home use. Most of these devices contain a limited number of leads and are aimed to detect atrial fibrillation (AF). To investigate whether a four-electrode arrangement could provide enough information to diagnose other CVDs, further research is necessary. At the University Medical Center Utrecht in a multidisciplinary team, we developed the miniECG, a four-electrode ECG handheld system for scientific research in clinical environments (TRL6). This paper describes the process followed during the development of the miniECG. From assembling a multidisciplinary team, which includes engineers, cardiologists, and clinical physicians to the contribution of team members in the design input, design, and testing for safety and functionality of the device. Finally, we detail how the development process was composed by iterative design steps based on user input and intended use evolution. The miniECG is a device compliant for scientific research with patients within Dutch Medical Centers. We believe that hospital-based development led to a streamlined process, which could be applied for the design and development of other technologies used for scientific research in clinical environments.
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Affiliation(s)
- Alejandra Zepeda-Echavarria
- Department of Medical Technology and Clinical Physics, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Niek C. M. Ratering Arntz
- Department of Medical Technology and Clinical Physics, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Albert H. Westra
- Department of Medical Technology and Clinical Physics, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Leonard J. van Schelven
- Department of Medical Technology and Clinical Physics, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Froukje E. Euwe
- Department of Medical Technology and Clinical Physics, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Herke Jan Noordmans
- Department of Medical Technology and Clinical Physics, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Melle Vessies
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Rutger R. van de Leur
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Rutger J. Hassink
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | | | | | - Pieter A. Doevendans
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Netherlands Heart Institute, Utrecht, Netherlands
- Department of Cardiology, Central Military Hospital, Utrecht, Netherlands
| | - René van Es
- Department of Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Joris E. N. Jaspers
- Department of Medical Technology and Clinical Physics, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
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Silva RSD, Silva STD, Cardoso DCR, Quirino MAF, Silva MHA, Gomes LA, Fernandes JD, Oliveira RANDS, Fernandes ABGS, Ribeiro TS. Psychometric properties of wearable technologies to assess post-stroke gait parameters: A systematic review. Gait Posture 2024; 113:543-552. [PMID: 39178597 DOI: 10.1016/j.gaitpost.2024.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 07/16/2024] [Accepted: 08/07/2024] [Indexed: 08/26/2024]
Abstract
BACKGROUND Wearable technologies using inertial sensors are an alternative for gait assessment. However, their psychometric properties in evaluating post-stroke patients are still being determined. This systematic review aimed to evaluate the psychometric properties of wearable technologies used to assess post-stroke gait and analyze their reliability and measurement error. The review also investigated which wearable technologies have been used to assess angular changes in post-stroke gait. METHODS The present review included studies in English with no publication date restrictions that evaluated the psychometric properties (e.g., validity, reliability, responsiveness, and measurement error) of wearable technologies used to assess post-stroke gait. Searches were conducted from February to March 2023 in the following databases: Cochrane Central Registry of Controlled Trials (CENTRAL), Medline/PubMed, EMBASE Ovid, CINAHL EBSCO, PsycINFO Ovid, IEEE Xplore Digital Library (IEEE), and Physiotherapy Evidence Database (PEDro); the gray literature was also verified. The Consensus-based Standards for the Selection of Health Measurement Instruments (COSMIN) risk-of-bias tool was used to assess the quality of the studies that analyzed reliability and measurement error. RESULTS Forty-two studies investigating validity (37 studies), reliability (16 studies), and measurement error (6 studies) of wearable technologies were included. Devices presented good reliability in measuring gait speed and step count; however, the quality of the evidence supporting this was low. The evidence of measurement error in step counts was indeterminate. Moreover, only two studies obtained angular results using wearable technology. SIGNIFICANCE Wearable technologies have demonstrated reliability in analyzing gait parameters (gait speed and step count) among post-stroke patients. However, higher-quality studies should be conducted to improve the quality of evidence and to address the measurement error assessment. Also, few studies used wearable technology to analyze angular changes during post-stroke gait.
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Affiliation(s)
- Raiff Simplicio da Silva
- Postgraduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, 3000 Av. Senador Salgado Filho, Post office box: 1524, Natal, RN 59072-970, Brazil.
| | - Stephano Tomaz da Silva
- Postgraduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, 3000 Av. Senador Salgado Filho, Post office box: 1524, Natal, RN 59072-970, Brazil.
| | - Daiane Carla Rodrigues Cardoso
- Postgraduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, 3000 Av. Senador Salgado Filho, Post office box: 1524, Natal, RN 59072-970, Brazil.
| | - Maria Amanda Ferreira Quirino
- Graduation Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, 3000 Av. Senador Salgado Filho, Post office box: 1524, Natal, RN 59072-970, Brazil.
| | - Maria Heloiza Araújo Silva
- Postgraduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, 3000 Av. Senador Salgado Filho, Post office box: 1524, Natal, RN 59072-970, Brazil.
| | - Larissa Araujo Gomes
- Graduation Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, 3000 Av. Senador Salgado Filho, Post office box: 1524, Natal, RN 59072-970, Brazil.
| | - Jefferson Doolan Fernandes
- Federal Institute of Science and Technology of Rio Grande do Norte, Natal, Rio Grande do Norte 59015-000, Brazil.
| | | | - Aline Braga Galvão Silveira Fernandes
- Postgraduate Program in Physical Therapy, Faculty of Health Sciences of Trairi, Federal University of Rio Grande do Norte, Rua Vila Trairi, Santa Cruz, RN 59200-000, Brazil.
| | - Tatiana Souza Ribeiro
- Postgraduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, 3000 Av. Senador Salgado Filho, Post office box: 1524, Natal, RN 59072-970, Brazil.
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Huang X, Lu L, Pan X, Lai TF, Huang D, Liu Z. Smartphone Use by Caregivers for Patients With Heart Failure During Hospitalization: An Investigation. J Patient Exp 2024; 11:23743735241273658. [PMID: 39119514 PMCID: PMC11307366 DOI: 10.1177/23743735241273658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2024] Open
Abstract
This study investigated the use of smartphones by family caregivers for hospitalized patients with chronic heart failure (CHF). In total, 120 patients and their unpaid family caregivers participated in this study. The caregivers were divided into two groups based on the perceived importance of smartphones in patient care. Both groups completed the General Demographic Information Survey, Problematic Mobile Phone Use Questionnaire, Barthel Index Scale, Modified Early Warning Score (MEWS), Johns Hopkins Fall Risk Assessment Tool (JH-FRAT), and Family Burden Scale of Diseases Survey. Moreover, left ventricular ejection fraction (LVEF) and stroke volume (SV) were measured in all participants. The age of hospitalized patients with CHF was correlated with the Barthel Index Scale, MEWS, and JH-FRAT, whereas LVEF and SV were correlated with MEWS. The important group had a much higher financial burden than the nonimportant group. Linear regression analysis revealed that financial burden and mental health had a remarkable impact on the content of mobile calls about treatment. Furthermore, the economic status of family caregivers determined the importance of smartphone calls in the care of patients with CHF during hospitalization.
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Affiliation(s)
- XianNan Huang
- Department of Cardiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Youjiang Medical University for Nationalities, Baise, P.R. China
| | - Liuxue Lu
- Department of Cardiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Youjiang Medical University for Nationalities, Baise, P.R. China
| | - Xingshou Pan
- Department of Cardiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Youjiang Medical University for Nationalities, Baise, P.R. China
| | - Teng Fang Lai
- Department of Cardiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Youjiang Medical University for Nationalities, Baise, P.R. China
| | - Da Huang
- Department of Cardiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Youjiang Medical University for Nationalities, Baise, P.R. China
| | - ZhengJiang Liu
- Department of Cardiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Youjiang Medical University for Nationalities, Baise, P.R. China
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Kashyap N, Sebastian AT, Lynch C, Jansons P, Maddison R, Dingler T, Oldenburg B. Engagement With Conversational Agent-Enabled Interventions in Cardiometabolic Disease Management: Protocol for a Systematic Review. JMIR Res Protoc 2024; 13:e52973. [PMID: 39110504 PMCID: PMC11339562 DOI: 10.2196/52973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/21/2023] [Accepted: 03/04/2024] [Indexed: 08/24/2024] Open
Abstract
BACKGROUND Cardiometabolic diseases (CMDs) are a group of interrelated conditions, including heart failure and diabetes, that increase the risk of cardiovascular and metabolic complications. The rising number of Australians with CMDs has necessitated new strategies for those managing these conditions, such as digital health interventions. The effectiveness of digital health interventions in supporting people with CMDs is dependent on the extent to which users engage with the tools. Augmenting digital health interventions with conversational agents, technologies that interact with people using natural language, may enhance engagement because of their human-like attributes. To date, no systematic review has compiled evidence on how design features influence the engagement of conversational agent-enabled interventions supporting people with CMDs. This review seeks to address this gap, thereby guiding developers in creating more engaging and effective tools for CMD management. OBJECTIVE The aim of this systematic review is to synthesize evidence pertaining to conversational agent-enabled intervention design features and their impacts on the engagement of people managing CMD. METHODS The review is conducted in accordance with the Cochrane Handbook for Systematic Reviews of Interventions and reported in accordance with PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. Searches will be conducted in the Ovid (Medline), Web of Science, and Scopus databases, which will be run again prior to manuscript submission. Inclusion criteria will consist of primary research studies reporting on conversational agent-enabled interventions, including measures of engagement, in adults with CMD. Data extraction will seek to capture the perspectives of people with CMD on the use of conversational agent-enabled interventions. Joanna Briggs Institute critical appraisal tools will be used to evaluate the overall quality of evidence collected. RESULTS This review was initiated in May 2023 and was registered with the International Prospective Register of Systematic Reviews (PROSPERO) in June 2023, prior to title and abstract screening. Full-text screening of articles was completed in July 2023 and data extraction began August 2023. Final searches were conducted in April 2024 prior to finalizing the review and the manuscript was submitted for peer review in July 2024. CONCLUSIONS This review will synthesize diverse observations pertaining to conversational agent-enabled intervention design features and their impacts on engagement among people with CMDs. These observations can be used to guide the development of more engaging conversational agent-enabled interventions, thereby increasing the likelihood of regular intervention use and improved CMD health outcomes. Additionally, this review will identify gaps in the literature in terms of how engagement is reported, thereby highlighting areas for future exploration and supporting researchers in advancing the understanding of conversational agent-enabled interventions. TRIAL REGISTRATION PROSPERO CRD42023431579; https://tinyurl.com/55cxkm26. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/52973.
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Affiliation(s)
- Nick Kashyap
- Baker Department of Cardiovascular Research, Translation and Implementation, La Trobe University, Melbourne, Australia
- Centre for Research Excellence in Digital Technology to Transform Chronic Disease Outcomes, National Health and Medical Research Council, Melbourne, Australia
| | - Ann Tresa Sebastian
- Centre for Research Excellence in Digital Technology to Transform Chronic Disease Outcomes, National Health and Medical Research Council, Melbourne, Australia
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, Melbourne, Australia
| | - Chris Lynch
- Baker Department of Cardiovascular Research, Translation and Implementation, La Trobe University, Melbourne, Australia
- Centre for Research Excellence in Digital Technology to Transform Chronic Disease Outcomes, National Health and Medical Research Council, Melbourne, Australia
- Baker Heart and Diabetes Institute, Melbourne, Australia
- School of Psychology & Public Health, La Trobe University, Melbourne, Australia
| | - Paul Jansons
- Centre for Research Excellence in Digital Technology to Transform Chronic Disease Outcomes, National Health and Medical Research Council, Melbourne, Australia
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, Melbourne, Australia
- Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Melbourne, Australia
| | - Ralph Maddison
- Centre for Research Excellence in Digital Technology to Transform Chronic Disease Outcomes, National Health and Medical Research Council, Melbourne, Australia
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, Melbourne, Australia
| | - Tilman Dingler
- Centre for Research Excellence in Digital Technology to Transform Chronic Disease Outcomes, National Health and Medical Research Council, Melbourne, Australia
- Delft University of Technology, Delft, Netherlands
| | - Brian Oldenburg
- Baker Department of Cardiovascular Research, Translation and Implementation, La Trobe University, Melbourne, Australia
- Centre for Research Excellence in Digital Technology to Transform Chronic Disease Outcomes, National Health and Medical Research Council, Melbourne, Australia
- Baker Heart and Diabetes Institute, Melbourne, Australia
- School of Psychology & Public Health, La Trobe University, Melbourne, Australia
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Lonati C, Wellhausen M, Pennig S, Röhrßen T, Kircelli F, Arendt S, Tschulena U. The Use of a Novel Virtual Reality Training Tool for Peritoneal Dialysis: Qualitative Assessment Among Health Care Professionals. JMIR MEDICAL EDUCATION 2024; 10:e46220. [PMID: 39106093 PMCID: PMC11336508 DOI: 10.2196/46220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/05/2024] [Accepted: 03/11/2024] [Indexed: 08/07/2024]
Abstract
BACKGROUND Effective peritoneal dialysis (PD) training is essential for performing dialysis at home and reducing the risk of peritonitis and other PD-related infections. Virtual reality (VR) is an innovative learning tool that is able to combine theoretical information, interactivity, and behavioral instructions while offering a playful learning environment. To improve patient training for PD, Fresenius Medical Care launched the stay•safe MyTraining VR, a novel educational program based on the use of a VR headset and a handheld controller. OBJECTIVE This qualitative assessment aims to investigate opinions toward the new tool among the health care professionals (HCPs) who were responsible for implementing the VR application. METHODS We recruited nursing staff and nephrologists who have gained practical experience with the stay•safe MyTraining VR within pilot dialysis centers. Predetermined open-ended questions were administered during individual and group video interviews. RESULTS We interviewed 7 HCPs who have 2 to 20 years of experience in PD training. The number of patients trained with the stay•safe MyTraining VR ranged from 2 to 5 for each professional. The stay•safe MyTraining VR was well accepted and perceived as a valuable supplementary tool for PD training. From the respondents' perspective, the technology improved patients' learning experience by facilitating the internalization of both medical information and procedural skills. HCPs highlighted that the opportunity offered by VR to reiterate training activities in a positive and safe learning environment, according to each patient's needs, can facilitate error correction and implement a standardized training curriculum. However, VR had limited use in the final phase of the patient PD training program, where learners need to get familiar with the handling of the materials. Moreover, the traditional PD training was still considered essential to manage the emotional and motivational aspects and address any patient-specific application-oriented questions. In addition to its use within PD training, VR was perceived as a useful tool to support the decision-making process of patients and train other HCPs. Moreover, VR introduction was associated with increased efficiency and productivity of HCPs because it enabled them to perform other activities while the patient was practicing with the device. As for patients' acceptance of the new tool, interviewees reported positive feedback, including that of older adults. Limited use with patients experiencing dementia or severe visual impairment or lacking sensomotoric competence was mentioned. CONCLUSIONS The stay•safe MyTraining VR is suggested to improve training efficiency and efficacy and thus could have a positive impact in the PD training scenario. Our study offers a process proposal that can serve as a guide to the implementation of a VR-based PD training program within other dialysis centers. Dedicated research is needed to assess the operational benefits and the consequences on patient management.
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Affiliation(s)
- Caterina Lonati
- Center for Preclinical Research, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
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Inchingolo F, Inchingolo AM, Piras F, Ferrante L, Mancini A, Palermo A, Inchingolo AD, Dipalma G. Management of Patients Receiving Anticoagulation Therapy in Dental Practice: A Systematic Review. Healthcare (Basel) 2024; 12:1537. [PMID: 39120240 PMCID: PMC11311453 DOI: 10.3390/healthcare12151537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 07/22/2024] [Accepted: 08/01/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND Anticoagulant drugs are a valuable tool for minimizing thrombotic risks in at-risk patients. The purpose of this study is to conduct a literature review highlighting the management of these drugs during daily clinical dental practice. MATERIALS AND METHODS We limited our search to English-language papers published between 1 January 1989, and 7 March 2024, in PubMed, Scopus and Web of Science that were relevant to our topic. In the search approach, the Boolean keywords "anticoagulant AND dentistry" were used. RESULTS Twenty-five clinical trials were included for final review from 623 articles obtained from the databases Web of Science (83), PubMed (382), and Scopus (158), eliminating duplicates and 79 off-topic items, resulting in 419 articles after removing 315 entries and confirming eligibility. Overall, these studies support the use of local hemostatic measures to manage the risk of bleeding in patients on anticoagulant therapy undergoing dental procedures and highlight the importance of greater education and collaboration among healthcare professionals. CONCLUSIONS Research and clinical investigation have improved understanding and management of dental procedures in patients undergoing anticoagulant or antiplatelet therapy. Hemostatic agents, clinical protocols, risk factors, and continuous education are essential for navigating the complexities of anticoagulant therapy, ensuring optimal outcomes and enhancing patient well-being.
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Affiliation(s)
- Francesco Inchingolo
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Angelo Michele Inchingolo
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Fabio Piras
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Laura Ferrante
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Antonio Mancini
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Andrea Palermo
- College of Medicine and Dentistry, Birmingham B4 6BN, UK;
| | - Alessio Danilo Inchingolo
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
| | - Gianna Dipalma
- Department of Interdisciplinary Medicine, University of Bari “Aldo Moro”, 70124 Bari, Italy or (A.M.I.); or (L.F.); or (A.M.); or (A.D.I.); or (G.D.)
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Abdelraheem O, Salama M, Chun S. Impact of digital interventions and online health communities in patient activation: Systematic review and meta-analysis. Int J Med Inform 2024; 188:105481. [PMID: 38776718 DOI: 10.1016/j.ijmedinf.2024.105481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 05/04/2024] [Accepted: 05/12/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVE Study the efficacy of digital health interventions in enhancing patient activation and identify the distinct features of these interventions using the WHO classification system. METHODS Asystematic reviewand meta-analysis were carried out according to the PRISMA guidelines. A search was conducted in Scopus, PubMed, and ProQuest. Randomized controlled trials (RCT), quasi-randomized controlled trials, and before-and-after studies enrolling patients ≥ 18 years of age with the Patient Activation Measure (PAM) score measurement and contain digital intervention with any aspects of health education or health-related behavior were included. The Downs and Black quality assessment tool was used to assess the quality of the articles. RESULTS In the three different types of meta-analyses, implementing the intervention led to a PAM score increase (Mean Difference (M.D.)), ranging from a minimum of (MD = 0.2014, 95 % CI = 0.0871-0.3158) and a highly significant p-value 0.0006 to a maximum of (MD = 2.7882, 95 % CI = 1.5558-4.0206) and a p-value < .0001. While the M.D. score of 0.2014 may seem relatively low, it is enough to elevate the patient from one activation level to a higher one out of the four activation levels. CONCLUSION AND PRACTICE IMPLICATIONS The results suggest the effectiveness of digital health interventions on patient activation across diverse settings and contexts, implying potential generalizability. Using WHO classification, all examined digital interventions addressed the challenges of information, utilization, and efficiency in the health system, but not equity-related challenges. The study recognized online health communities (OHCs) as a subset of digital interventions that enhance patient activation through social support.
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Affiliation(s)
- Omnia Abdelraheem
- Institute of Global Health and Human Ecology, The American University in Cairo, New Cairo 11835, Egypt
| | - Mohamed Salama
- Institute of Global Health and Human Ecology, The American University in Cairo, New Cairo 11835, Egypt
| | - Sungsoo Chun
- Institute of Global Health and Human Ecology, The American University in Cairo, New Cairo 11835, Egypt.
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Miracapillo G, Addonisio L, De Sensi F, Orselli P, Piccinetti E, Aramini C, Limbruno U. Switching to a 100% remote follow-up of implantable cardiac electronic devices: Organizational model and results of a single center experience. J Cardiovasc Electrophysiol 2024; 35:1548-1558. [PMID: 38818537 DOI: 10.1111/jce.16328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 05/08/2024] [Accepted: 05/20/2024] [Indexed: 06/01/2024]
Abstract
INTRODUCTION During the SARS-CoV-2 COVID-19 pandemic, the global health system needed to review important processes involved in daily routines such as outpatient activities within the hospital, including follow-up visits of implantable cardiac electronic devices (CIEDs) carried out in office. The aim of this study is to describe our 3.5 years of real-world experience of a full remote CIED follow-up, evaluate the success rate of remote transmissions, and verify the adopted organizational model. METHODS From April 2020 to November 2023, all patients with an activated and well-functioning remote monitoring (RM) system and automatic algorithms, like autocapture and autosensing, underwent exclusive RM follow-up. Unscheduled in-office visits were only prompted by remote yellow or red alerts. Patients were divided into two groups, based on available technology: Manual Transmission System (MTS) and Automatic Transmission System (ATS). The ATS group, in addition to ensuring a daily transmission of any yellow or red alerts, was checked at least every 15 days to ensure a valid connection. An automatic transmission was scheduled once a year, irrespective of alerts occurred. The MTS group provided a manual transmission every 6 months. RESULTS One thousand nine hundred thirty-seven consecutive patients were included in the study. By the end of November 2023, a total of 1409 patients (1192 in the ATS and 217 in the MTS group) were still actively followed by our remote clinic (384 expired, 137 dismissed, 7 transferred). The overall success rate of transmissions with the adopted organizational model was 96.6% in the ATS group (connection index) and 87% in the MTS group. Conventional in-hospital follow-up visits decreased by 44%. Total clinic working time, resulting from the sum of the time spent during in-hospital and remote follow-up, after an initial increase, was progressively reduced to the actual -25%. Mortality rate for any cause was 7.5% per year in remote follow-up patients and 8.3% (p=NS) in in-office patients. In the ATS group, no device malfunctions were notified to our remote clinic, before we had already realized it through appropriate alerts. CONCLUSIONS The available technology makes moving to a 100% remote clinic possible, without overwhelming clinic workflow, safely. Adopting an appropriate organizational model, it is possible to maintain high transmission success rates. The automatic transmissions allow a more frequent control of patients with CIED.
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Affiliation(s)
- Gennaro Miracapillo
- Cardiology Department, Electrophysiology Unit, Misericordia Hospital, Grosseto, Italy
| | - Luigi Addonisio
- Cardiology Department, Electrophysiology Unit, Misericordia Hospital, Grosseto, Italy
| | - Francesco De Sensi
- Cardiology Department, Electrophysiology Unit, Misericordia Hospital, Grosseto, Italy
| | - Paolo Orselli
- Cardiology Department, Electrophysiology Unit, Misericordia Hospital, Grosseto, Italy
| | - Elena Piccinetti
- Cardiology Department, Electrophysiology Unit, Misericordia Hospital, Grosseto, Italy
| | - Carla Aramini
- Cardiology Department, Electrophysiology Unit, Misericordia Hospital, Grosseto, Italy
| | - Ugo Limbruno
- Cardiology Department, Electrophysiology Unit, Misericordia Hospital, Grosseto, Italy
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Leary M, Skinner JA, Pursey KM, Verdejo-Garcia A, Collins R, Collins C, Hay P, Burrows TL. The effectiveness of the TRACE online nutrition intervention in improving dietary intake, sleep quality and physical activity levels for Australian adults with food addiction: a randomised controlled trial. J Hum Nutr Diet 2024; 37:978-994. [PMID: 38652589 DOI: 10.1111/jhn.13312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 04/05/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND Few interventions for food addiction (FA) report on dietary intake variables. The present study comprised a three-arm randomised controlled trial in adults with symptoms of FA. The aim was to evaluate dietary intake, sleep and physical activity resulting from a dietitian-led telehealth intervention at 3 months. METHODS Adults with ≥3 symptoms of FA and a body mass index > 18.5 kg/m2 were recruited. Dietary intake including energy, nutrients and diet quality were assessed by a validated food frequency questionnaire in addition to sleep quality and physical activity (total min) and compared between groups and over time. Personalised dietary goals set by participants were examined to determine whether improvements in percent energy from core and non-core foods were reported. RESULTS The active intervention group was superior compared to the passive intervention and control groups for improvements in percent energy from core (6.4%/day [95% confidence interval (CI) -0.0 to 12.9], p = 0.049), non-core foods (-6.4%/day [95% CI -12.9 to 0.0], p = 0.049), sweetened drinks (-1.7%/day [95% CI -2.9 to -0.4], p = 0.013), takeaway foods (-2.3%/day [95% CI -4.5 to -0.1], p = 0.045) and sodium (-478 mg/day [95% CI -765 to -191 mg], p = 0.001). CONCLUSIONS A dietitian-led telehealth intervention for Australian adults with FA found significant improvements in dietary intake variables. Setting personalised goals around nutrition and eating behaviours was beneficial for lifestyle change.
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Affiliation(s)
- Mark Leary
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Janelle A Skinner
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Kirrilly M Pursey
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Antonio Verdejo-Garcia
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Rebecca Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Clare Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Phillipa Hay
- Translational Health Research Institute, School of Medicine, Western Sydney University, Penrith, NSW, Australia
- Mental Health Services, South Western Sydney Local Health District, Camden and Campbelltown Hospitals, NSW, Australia
| | - Tracy L Burrows
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
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Wider W, Ping Pang NT, Lin J, Fauzi MA, Jiang L, Tanucan JCM. Bibliometric Mapping of Psychological Flexibility Research: Trends and Future Directions. Percept Mot Skills 2024; 131:1207-1232. [PMID: 38727563 DOI: 10.1177/00315125241253946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2024]
Abstract
In this article, we offer an exhaustive analysis of academic work on psychological flexibility using bibliometric techniques. We identify emerging trends in a dataset of 3535 scholarly articles from the Web of Science database. We highlight key publications, map out the field's intellectual framework, and anticipate future research avenues through co-citation and co-word analytics. The co-citation assessment revealed five distinct clusters, while the co-word analysis showed three. Although research regarding psychological flexibility has gained recent popularity, there remains a need for more scholarly initiatives to achieve a nuanced understanding of this subject.
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Affiliation(s)
- Walton Wider
- Faculty of Business and Communications, INTI International University, Nilai, Malaysia
- Faculty of Management, Shinawatra University, Pathum Thani, Thailand
| | - Nicholas Tze Ping Pang
- Faculty of Medicine & Health Sciences, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia
| | - Jiaming Lin
- School of Economics and Management, Quanzhou University of Information Engineering, Quanzhou, China
| | - Muhammad Ashraf Fauzi
- Faculty of Industrial Management, Universiti Malaysia Pahang Al-Sultan Abdullah, Gambang, Malaysia
| | - Leilei Jiang
- Faculty of Education and Liberal Arts, INTI International University, Nilai, Malaysia
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26
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Sohn A, Turner AM, Speier W, Fonarow GC, Ong MK, Arnold CW. Patients with Heart Failure: Internet Use and Mobile Health Perceptions. Appl Clin Inform 2024; 15:709-716. [PMID: 38382633 PMCID: PMC11357730 DOI: 10.1055/a-2273-5278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 02/20/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Heart failure is a complex clinical syndrome noted on approximately one in eight death certificates in the United States. Vital to reducing complications of heart failure and preventing hospital readmissions is adherence to heart failure self-care routines. Mobile health offers promising opportunities for enhancing self-care behaviors by facilitating tracking and timely reminders. OBJECTIVES We sought to investigate three characteristics of heart failure patients with respect to their heart failure self-care behaviors: (1) internet use to search for heart failure information; (2) familiarity with mobile health apps and devices; and (3) perceptions of using activity trackers or smartwatches to aid in their heart failure self-care. METHODS Forty-nine heart failure patients were asked about their internet and mobile health usage. The structured interview included questions adapted from the Health Information National Trends Survey. RESULTS Over 50% of the patients had utilized the internet to search for heart failure information in the past 12 months, experience using health-related apps, and thoughts that an activity tracker or smartwatch could help them manage heart failure. Qualitative analysis of the interviews revealed six themes: trust in their physicians, alternatives to mobile health apps, lack of need for mobile health devices, financial barriers to activity tracker and smartwatch ownership, benefits of tracking and reminders, and uncertainty of their potential due to lack of knowledge. CONCLUSION Trust in their physicians was a major factor for heart failure patients who reported not searching for health information on the internet. While those who used mobile health technologies found them useful, patients who did not use them were generally unaware of or unknowledgeable about them. Considering patients' preferences for recommendations from their physicians and tendency to search for heart failure information including treatment and management options, patient-provider discussions about mobile health may improve patient knowledge and impact their usage.
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Affiliation(s)
- Albert Sohn
- Department of Medical Education and Clinical Sciences, Washington State University, Spokane, Washington, United States
- Department of Health Systems and Population Health, University of Washington, Seattle, Washington, United States
- Department of Radiological Sciences, University of California Los Angeles, Los Angeles, California, United States
| | - Anne M. Turner
- Department of Health Systems and Population Health, University of Washington, Seattle, Washington, United States
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, Washington, United States
| | - William Speier
- Department of Radiological Sciences, University of California Los Angeles, Los Angeles, California, United States
| | - Gregg C. Fonarow
- Division of Cardiology, Department of Medicine, University of California Los Angeles, Los Angeles, California, United States
| | - Michael K. Ong
- Department of Medicine, University of California Los Angeles, Los Angeles, California, United States
- Department of Health Policy and Management, University of California Los Angeles, Los Angeles, California, United States
- VA Greater Los Angeles Healthcare System, Los Angeles, California, United States
| | - Corey W. Arnold
- Department of Radiological Sciences, University of California Los Angeles, Los Angeles, California, United States
- Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, California, United States
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, California, United States
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, United States
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Warren BE, Bilbily A, Gichoya JW, Conway A, Li B, Fawzy A, Barragán C, Jaberi A, Mafeld S. An Introductory Guide to Artificial Intelligence in Interventional Radiology: Part 1 Foundational Knowledge. Can Assoc Radiol J 2024; 75:558-567. [PMID: 38445497 DOI: 10.1177/08465371241236376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2024] Open
Abstract
Artificial intelligence (AI) is rapidly evolving and has transformative potential for interventional radiology (IR) clinical practice. However, formal training in AI may be limited for many clinicians and therefore presents a challenge for initial implementation and trust in AI. An understanding of the foundational concepts in AI may help familiarize the interventional radiologist with the field of AI, thus facilitating understanding and participation in the development and deployment of AI. A pragmatic classification system of AI based on the complexity of the model may guide clinicians in the assessment of AI. Finally, the current state of AI in IR and the patterns of implementation are explored (pre-procedural, intra-procedural, and post-procedural).
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Affiliation(s)
- Blair Edward Warren
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- Joint Department of Medical Imaging, University Health Network, Toronto, ON, Canada
| | - Alexander Bilbily
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- 16 Bit Inc., Toronto, ON, Canada
- Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | | | - Aaron Conway
- Prince Charles Hospital, Queensland University of Technology, Brisbane, QLD, Australia
| | - Ben Li
- Division of Vascular Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Aly Fawzy
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Camilo Barragán
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- Joint Department of Medical Imaging, University Health Network, Toronto, ON, Canada
| | - Arash Jaberi
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- Joint Department of Medical Imaging, University Health Network, Toronto, ON, Canada
| | - Sebastian Mafeld
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- Joint Department of Medical Imaging, University Health Network, Toronto, ON, Canada
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Hayes HA, McFadden M, Gerace L, Brusseau TA. Agreement of activity monitors for assessment of patients with sub-acute stroke in an inpatient rehabilitation facility. Disabil Rehabil Assist Technol 2024; 19:2406-2412. [PMID: 38055316 DOI: 10.1080/17483107.2023.2290637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 11/28/2023] [Indexed: 12/07/2023]
Abstract
PURPOSE Determine the level of agreement of three activity monitors compared with the gold standard (video review) on the activity level of patients with stroke. METHODS A prospective, observational, agreement study was performed on 47 individuals with sub-acute stroke in an inpatient rehabilitation facility. Data was collected during one physical therapy session. Individuals wore three device types; Actigraph (AG), Activpal (AP), and stepwatch activity monitor (SAM). Variables assessed were step counts for each limb (hemiparetic and non-hemiparetic) and percent time standing and other. ANALYSIS Results from the activity monitors were compared to the video review and assessed for agreement using the intraclass correlation coefficient (ICC) and accuracy of mean difference from video observation. RESULTS The step counts with the SAM on the non-hemiparetic limb had the highest ICC for step counts (ICC = 0.98, p < 0.001) and were overestimated with 21% accuracy. The SAM on the hemiparetic limb had 9.7% accuracy (ICC = 0.92, p < 0.001). For percent standing time all devices overestimated with poor reliability. For percent other activity time, the AP had the best accuracy and underestimated for both the hemiparetic limb (9.9% accuracy; ICC = 0.90, p < 0.001) and non-hemiparetic limb (8.3% accuracy; ICC = 0.84, p < 0.001). CONCLUSIONS The use of multiple devices may be warranted to capture an accurate understanding of activity levels in this population of individuals with sub-acute stroke. There are concerns with all monitors and clinicians and researchers should be aware of what measures they are wanting to understand about their population.
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Affiliation(s)
- H A Hayes
- Department of Physical Therapy and Athletic Training, University of UT, Salt Lake City, UT, USA
| | - M McFadden
- Study Design and Biostatistics Center, University of Utah, Salt Lake City, UT, USA
| | - L Gerace
- Department of Physical Therapy and Athletic Training, University of UT, Salt Lake City, UT, USA
| | - T A Brusseau
- Department of Health and Kinesiology, University of Utah, Salt Lake City, UT, USA
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Barrera R, Poindexter K, Tucker C, Winkler MF, Dashti HS. Amplifying the lived experiences of parenteral nutrition consumers through the thematic analysis of social media posts. Nutr Clin Pract 2024; 39:850-858. [PMID: 38063263 PMCID: PMC11161556 DOI: 10.1002/ncp.11097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/29/2023] [Accepted: 11/04/2023] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND Consumers of parenteral nutrition (PN) and their caregivers use social media to seek advice and support from their peers and to share experiences. We aimed to leverage posts from a social media patient community to identify common lived experiences of consumers of PN to prioritize opportunities for support through advocacy, education, and research. METHODS Anonymous posts with high engagement were collected over 4 months from a PN-focused social media support group platform. No personal information was collected or analyzed. Post content was reviewed for demographic characteristics. Thematic analysis involved inductive coding to identify content-based keywords. Keywords were then used to form major themes and subthemes that were then quantified by post counts. RESULTS A total of 306 social media posts were analyzed. Most were from adult PN consumers (80.4%) and pertained to home-based PN (82%). Equivalent number of posts (5%) were from new consumers and those who had not yet started or restarting PN. The analysis revealed 12 major themes with 2-11 subthemes each, spanning medical, nutrition, emotional, and social aspects. The most prevalent theme was "Best practices, care, and safety of PN use" (36.9%), covering posts seeking guidance on line care, personal hygiene, equipment use, and vascular access devices. Others included "Symptoms" (23.9%) and "Patient safety concerns of PN handling by healthcare providers" (16.0%). CONCLUSIONS The identified themes provide a broader understanding of contemporary shared lived experiences and concerns relevant to PN consumers and their caregivers. Given the evolving nature of daily stressors, periodic reanalysis may be necessary.
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Affiliation(s)
- Regina Barrera
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | | | - Marion F. Winkler
- Department of Surgery, Rhode Island Hospital, Alpert Medical School of Brown University, Providence, RI, USA
| | - Hassan S. Dashti
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Beswick E, Christides A, Symonds A, Johnson M, Fawcett T, Newton J, Lyle D, Weaver C, Chandran S, Pal S. Exploratory study to evaluate the acceptability of a wearable accelerometer to assess motor progression in motor neuron disease. J Neurol 2024; 271:5083-5101. [PMID: 38805054 PMCID: PMC11319372 DOI: 10.1007/s00415-024-12449-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 05/10/2024] [Accepted: 05/14/2024] [Indexed: 05/29/2024]
Abstract
Motor neuron disease (MND) is a rapidly progressive condition traditionally assessed using a questionnaire to evaluate physical function, the revised amyotrophic lateral sclerosis functional rating scale (ALSFRS-R). Its use can be associated with poor sensitivity in detecting subtle changes over time and there is an urgent need for more sensitive and specific outcome measures. The ActiGraph GT9X is a wearable device containing multiple sensors that can be used to provide metrics that represent physical activity. The primary aim of this study was to investigate the initial suitability and acceptability of limb-worn wearable devices to group of people with MND in Scotland. A secondary aim was to explore the preliminary associations between the accelerometer sensor data within the ActiGraph GT9X and established measures of physical function. 10 participants with MND completed a 12-week schedule of assessments including fortnightly study visits, both in-person and over videoconferencing software. Participants wore the device on their right wrist and right ankle for a series of movements, during a 6-min walking test and for a period of 24-h wear, including overnight. Participants also completed an ALSFRS-R and questionnaires on their experience with the devices. 80% of the participants found wearing these devices to be a positive experience and no one reported interference with daily living or added burden. However, 30% of the participants experienced technical issues with their devices. Data from the wearable devices correlated with established measures of physical function.
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Affiliation(s)
- Emily Beswick
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Alexander Christides
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Alexander Symonds
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Micheaela Johnson
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Thomas Fawcett
- The School of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, Scotland
| | - Judith Newton
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Dawn Lyle
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Christine Weaver
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
| | - Siddharthan Chandran
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland
- UK Dementia Research Institute, The University of Edinburgh, Edinburgh, Scotland
| | - Suvankar Pal
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, Scotland.
- Anne Rowling Regenerative Neurology Clinic, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK.
- Euan MacDonald Centre for MND Research, The University of Edinburgh, Edinburgh, Scotland.
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Amorim P, Paiva J, Silva de Lima J, Portugal da Fonseca L, Martins H, Silva PA. Lessons learned from investigating patients' and physiotherapists' perspectives on the design of a telerehabilitation platform. Disabil Rehabil Assist Technol 2024; 19:2377-2388. [PMID: 38070003 DOI: 10.1080/17483107.2023.2287160] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/09/2023] [Accepted: 11/18/2023] [Indexed: 04/19/2024]
Abstract
PURPOSE Home self-rehabilitation exercises for musculoskeletal conditions are a valuable complement to rehabilitation plans. Telerehabilitation systems using artificial intelligence can provide reliable solutions and empower patients by providing them with guidance and motivating them to engage in rehabilitation plans and activities. This study aims to understand the patient's and physiotherapist's perspective on the requirements of effective face-to-face physiotherapy sessions to inspire the design of a telerehabilitation platform to be used in home settings. METHODS The authors used an ethnography-informed approach through observation and semi-structured interviews with patients (n = 13) and physiotherapists (n = 10) in two outpatient rehabilitation clinics. The AEIOU framework was used to structure and analyse the observation. Thematic analysis was used to code and analyse the data collected from the observations and the interviews. RESULTS Patients' and physiotherapists' perspectives emphasise the need for exercise instruction clarity, evolution monitoring, and feedback. In the absence of the physiotherapist, in home settings, patients feel insecure and fear execution difficulties and limited exercise instructions, while physiotherapists struggle with controlling patients' home exercise performance. Telerehabilitation is seen as an opportunity to move further into home self-rehabilitation programs. CONCLUSIONS Besides home exercise monitoring and guidance, telerehabilitation platforms must allow personalization and effective communication between patients and physiotherapists.
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Affiliation(s)
- Paula Amorim
- Faculty of Health Sciences, University of Beira Interior, Covilhã, Portugal
- Rehabilitation Medicine Centre of Central Region Rovisco Pais, Tocha, Portugal
| | - João Paiva
- School of Health, Polytechnic Institute of Porto, Porto, Portugal
| | - Jefferson Silva de Lima
- Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, University of Coimbra, Portugal
| | - Leonor Portugal da Fonseca
- Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, University of Coimbra, Portugal
| | - Henrique Martins
- Faculty of Health Sciences, University of Beira Interior, Covilhã, Portugal
| | - Paula Alexandra Silva
- Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, University of Coimbra, Portugal
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Kepper MM, Fowler LA, Kusters IS, Davis JW, Baqer M, Sagui-Henson S, Xiao Y, Tarfa A, Yi JC, Gibson B, Heron KE, Alberts NM, Burgermaster M, Njie-Carr VP, Klesges LM. Expanding a Behavioral View on Digital Health Access: Drivers and Strategies to Promote Equity. J Med Internet Res 2024; 26:e51355. [PMID: 39088246 PMCID: PMC11327633 DOI: 10.2196/51355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 05/02/2024] [Accepted: 05/27/2024] [Indexed: 08/02/2024] Open
Abstract
The potential and threat of digital tools to achieve health equity has been highlighted for over a decade, but the success of achieving equitable access to health technologies remains challenging. Our paper addresses renewed concerns regarding equity in digital health access that were deepened during the COVID-19 pandemic. Our viewpoint is that (1) digital health tools have the potential to improve health equity if equitable access is achieved, and (2) improving access and equity in digital health can be strengthened by considering behavioral science-based strategies embedded in all phases of tool development. Using behavioral, equity, and access frameworks allowed for a unique and comprehensive exploration of current drivers of digital health inequities. This paper aims to present a compilation of strategies that can potentially have an actionable impact on digital health equity. Multilevel factors drive unequal access, so strategies require action from tool developers, individual delivery agents, organizations, and systems to effect change. Strategies were shaped with a behavioral medicine focus as the field has a unique role in improving digital health access; arguably, all digital tools require the user (individual, provider, and health system) to change behavior by engaging with the technology to generate impact. This paper presents a model that emphasizes using multilevel strategies across design, delivery, dissemination, and sustainment stages to advance digital health access and foster health equity.
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Affiliation(s)
- Maura M Kepper
- Prevention Research Center, Washington University in St. Louis, St. Louis, MO, United States
| | - Lauren A Fowler
- Sexuality, Health, and Gender Center, Washington University in St. Louis School of Medicine, Saint Louis, MO, United States
| | - Isabelle S Kusters
- Department of Health, Human, and Biomedical Sciences, University of Houston-Clear Lake, Houston, TX, United States
- Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, TX, United States
| | - Jean W Davis
- College of Nursing, University of Central Florida, Orlando, FL, United States
| | - Manal Baqer
- Neamah Health Consulting, Boston, MA, United States
| | - Sara Sagui-Henson
- Clinical Strategy and Research Team, Modern Health, San Francisco, CA, United States
| | - Yunyu Xiao
- Department of Population Health Science, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Adati Tarfa
- School of Medicine, Yale University, New Haven, CT, United States
| | - Jean C Yi
- Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Bryan Gibson
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Kristin E Heron
- Psychology Department, Old Dominion University, Norfolk, VA, United States
- Virginia Consortium Program in Clinical Psychology, Norfolk, VA, United States
| | - Nicole M Alberts
- Department of Psychology, Concordia University, Montreal, QC, Canada
| | - Marissa Burgermaster
- Department of Nutritional Sciences, University of Texas at Austin, Austin, TX, United States
- Department of Population Health, Dell Medical School, University of Texas at Austin, Austin, TX, United States
| | - Veronica Ps Njie-Carr
- Department of Organizational Systems and Adult Health, University of Maryland, Baltimore, MD, United States
| | - Lisa M Klesges
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, United States
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Albulushi A, Al Kindi DI, Moawwad N, Kamel AM, Khan A, Moustafa MA, Al Kalbani A. Digital health technologies in enhancing patient and caregiver engagement in heart failure management: Opportunities and challenges. Int J Cardiol 2024; 408:132116. [PMID: 38703898 DOI: 10.1016/j.ijcard.2024.132116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/04/2024] [Accepted: 04/29/2024] [Indexed: 05/06/2024]
Abstract
The management of heart failure has undergone significant evolution, advancing from the initial utilization of digitalis and diuretics to the contemporary practice of personalized medicine and sophisticated device therapy. Despite these advancements, the persistent challenge of high hospitalization and readmission rates underscores an urgent need for innovative solutions. This manuscript explores how the integration of digital health technologies into interventional cardiology marks a paradigm shift in the management of heart failure. These technologies are no longer mere adjuncts but have become foundational to a modern approach, providing tools for continuous monitoring, patient education, and improved outcomes post-intervention. Through an examination of current trends, this perspective article highlights the transformative impact of wearable technologies, telehealth platforms, and advanced analytical tools in reshaping patient engagement and enabling proactive care strategies. Case studies illustrate the practical advantages, including enhanced medication adherence, early detection of heart failure signs, and a reduction in healthcare facility burdens. Central to this new digital health landscape is the Information Technology Management (ITM) system, a framework poised to revolutionize patient and caregiver engagement and pave the way for the future of interventional cardiology. This manuscript delineates the ITM system's innovative architecture and its consequential role in refining current and prospective cardiological interventions.
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Affiliation(s)
- Arif Albulushi
- Division of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman.
| | - Dawoud I Al Kindi
- Division of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
| | - Nader Moawwad
- Division of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
| | - Adel M Kamel
- Division of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
| | - Asif Khan
- Division of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
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Caserman P, Yum S, Göbel S, Reif A, Matura S. Assessing the Accuracy of Smartwatch-Based Estimation of Maximum Oxygen Uptake Using the Apple Watch Series 7: Validation Study. JMIR BIOMEDICAL ENGINEERING 2024; 9:e59459. [PMID: 39083800 PMCID: PMC11325102 DOI: 10.2196/59459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 06/28/2024] [Accepted: 06/30/2024] [Indexed: 08/02/2024] Open
Abstract
BACKGROUND Determining maximum oxygen uptake (VO2max) is essential for evaluating cardiorespiratory fitness. While laboratory-based testing is considered the gold standard, sports watches or fitness trackers offer a convenient alternative. However, despite the high number of wrist-worn devices, there is a lack of scientific validation for VO2max estimation outside the laboratory setting. OBJECTIVE This study aims to compare the Apple Watch Series 7's performance against the gold standard in VO2max estimation and Apple's validation findings. METHODS A total of 19 participants (7 female and 12 male), aged 18 to 63 (mean 28.42, SD 11.43) years were included in the validation study. VO2max for all participants was determined in a controlled laboratory environment using a metabolic gas analyzer. Thereby, they completed a graded exercise test on a cycle ergometer until reaching subjective exhaustion. This value was then compared with the estimated VO2max value from the Apple Watch, which was calculated after wearing the watch for at least 2 consecutive days and measured directly after an outdoor running test. RESULTS The measured VO2max (mean 45.88, SD 9.42 mL/kg/minute) in the laboratory setting was significantly higher than the predicted VO2max (mean 41.37, SD 6.5 mL/kg/minute) from the Apple Watch (t18=2.51; P=.01) with a medium effect size (Hedges g=0.53). The Bland-Altman analysis revealed a good overall agreement between both measurements. However, the intraclass correlation coefficient ICC(2,1)=0.47 (95% CI 0.06-0.75) indicated poor reliability. The mean absolute percentage error between the predicted and the actual VO2max was 15.79%, while the root mean square error was 8.85 mL/kg/minute. The analysis further revealed higher accuracy when focusing on participants with good fitness levels (mean absolute percentage error=14.59%; root-mean-square error=7.22 ml/kg/minute; ICC(2,1)=0.60 95% CI 0.09-0.87). CONCLUSIONS Similar to other smartwatches, the Apple Watch also overestimates or underestimates the VO2max in individuals with poor or excellent fitness levels, respectively. Assessing the accuracy and reliability of the Apple Watch's VO2max estimation is crucial for determining its suitability as an alternative to laboratory testing. The findings of this study will apprise researchers, physical training professionals, and end users of wearable technology, thereby enhancing the knowledge base and practical application of such devices in assessing cardiorespiratory fitness parameters.
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Affiliation(s)
- Polona Caserman
- Serious Games Research Group, Technical University of Darmstadt, Darmstadt, Germany
| | - Sungsoo Yum
- Serious Games Research Group, Technical University of Darmstadt, Darmstadt, Germany
| | - Stefan Göbel
- Serious Games Research Group, Technical University of Darmstadt, Darmstadt, Germany
| | - Andreas Reif
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany
| | - Silke Matura
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany
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McLoughlin DE, Moreno Echevarria FM, Badawy SM. Lessons Learned from Shared Decision Making with Oral Anticoagulants: A Viewpoint on Suggestions for the Development of Oral Chemotherapy Decision Aids. JMIR Cancer 2024. [PMID: 39187430 DOI: 10.2196/56935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/28/2024] Open
Abstract
UNSTRUCTURED Oral chemotherapy is commonly prescribed, and by utilizing Decision Aids (DAs), clinicians can facilitate shared decision-making (SDM) to align treatment choices with patient goals and values. Though products exist commercially, little evidence informs the development of DAs targeting the unique challenges of oral chemotherapy. To address this gap in the literature, our objective was to review DAs developed for oral anticoagulation, DA use in oncology, and patient preference surveys to guide development of DAs for oral chemotherapy. We focused on reviewing SDM, patient preferences, and specifically the development, efficacy, and/or patient experience of DAs in oral anticoagulation and/or oncologic conditions, ultimately including conclusions and data from 30 peer-reviewed publications in our viewpoint article. We found that effective DAs in oral anticoagulation improved knowledge, lowered decisional conflict, increased adherence, and covered a broad range of SDM elements; however, limited information on patient experience was a common shortcoming. In oncology, DAs increased knowledge & aligned decisions with patients' values. Ineffective oncology DAs provided general, unclear, or overly optimistic information, while providing "too much" information was not shown to do harm. Patients preferred DAs that included pros/cons, side effects, questions to ask, and expected quality of life changes. In developing DAs for oral chemotherapy, patients should be included in the development process, and DA content should be specifically tailored to patient preferences. Providing DAs ahead of appointments proved more effective than during, and additional considerations included addressing barriers to efficacy. There is a need for evidence-based DAs to facilitate SDM for patients considering oral chemotherapy. Developers should use data from studies in oral anticoagulation, oncology, and preference surveys to optimize SDM.
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Affiliation(s)
- Daniel E McLoughlin
- Northwestern University Feinberg School of Medicine, 420 E Superior St, Chicago, US
| | | | - Sherif M Badawy
- Northwestern University Feinberg School of Medicine, 420 E Superior St, Chicago, US
- Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, US
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Costa Rossetto S, Bosco Aprile DC, Lopes Grisante D, Gomes Vancini M, D'Agostino F, Herdman TH, de Lima Lopes J, Batista Santos V, Takáo Lopes C. Development and content validity of educational videos on self-management of fluid restriction and thirst for individuals with heart failure. Int J Nurs Knowl 2024. [PMID: 39073032 DOI: 10.1111/2047-3095.12483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 06/25/2024] [Indexed: 07/30/2024]
Abstract
OBJECTIVE To create and evaluate the content validity of educational videos on self-management of fluid restriction and thirst for individuals with heart failure (HF). METHOD A psychometric study was conducted in three stages: (1) an integrative literature review to identify strategies for self-management of fluid restriction and thirst by individuals with HF; (2) creation of animated videos about strategies for self-management of fluid restriction and thirst; and (3) analysis of the content validity of the educational videos by 11 experts. For each criterion, the content validity ratio (CVR) was calculated; it was considered adequate when <0.636. Suggestions were evaluated by the researchers, and the videos were modified. RESULTS Ten scripts and videos were created, averaging 30 s each. The videos' contents were based on 11 studies retrieved from the review and one specialized website. The videos were evaluated by experts, and adjustments were made when CVR < 0.636 and when allowed by the video production platform. CONCLUSIONS Educational videos were developed and have satisfactory content validity evidence according to expert opinions. IMPLICATIONS FOR NURSING PRACTICE These videos are expected to be used as educational strategies in clinical practice to prevent episodes of decompensation due to excessive fluid volume.
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Affiliation(s)
- Sophia Costa Rossetto
- Escola Paulista de Enfermagem, Universidade Federal de São Paulo (EPE-UNIFESP), São Paulo, São Paulo, Brazil
- Clínica Einstein Onsites, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | - Daiane Lopes Grisante
- Escola Paulista de Enfermagem, Universidade Federal de São Paulo (EPE-UNIFESP), São Paulo, São Paulo, Brazil
| | - Milena Gomes Vancini
- Escola Paulista de Enfermagem, Universidade Federal de São Paulo (EPE-UNIFESP), São Paulo, São Paulo, Brazil
| | - Fabio D'Agostino
- Saint Camillus International University of Health Sciences (UniCamillus), Rome, Rome, Italy
| | | | - Juliana de Lima Lopes
- Escola Paulista de Enfermagem, Universidade Federal de São Paulo (EPE-UNIFESP), São Paulo, São Paulo, Brazil
| | - Vinicius Batista Santos
- Escola Paulista de Enfermagem, Universidade Federal de São Paulo (EPE-UNIFESP), São Paulo, São Paulo, Brazil
| | - Camila Takáo Lopes
- Escola Paulista de Enfermagem, Universidade Federal de São Paulo (EPE-UNIFESP), São Paulo, São Paulo, Brazil
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Myers JR, Bryk KN, Madero EN, McFarlane J, Campitelli A, Gills J, Jones M, Paulson S, Gray M, Glenn JM. Initial Perspectives From Rural-Residing Adults on a Digital Cognitive Health Coaching Intervention: Exploratory Qualitative Analysis. JMIR Form Res 2024; 8:e51400. [PMID: 39038282 PMCID: PMC11301112 DOI: 10.2196/51400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 01/17/2024] [Accepted: 02/09/2024] [Indexed: 07/24/2024] Open
Abstract
BACKGROUND A growing body of research has examined lifestyle-based interventions for dementia prevention. Specifically, health coaching interventions have been linked to decreased risk of Alzheimer disease (AD) comorbidities, such as diabetes. Despite the association, there is a lack of research examining the efficacy and perception of digital health coaching on reducing AD risk. Understanding the perceived benefits of participating in a digital health coach program is critical to ensure long-term use, including participant adherence and engagement. OBJECTIVE The purpose of this study is to examine the initial attitudes toward a digital health coaching intervention aimed at preventing cognitive decline among at-risk, rural participants. METHODS This exploratory qualitative study is part of the ongoing Digital Cognitive Multidomain Alzheimer Risk Velocity Study (DC-MARVel; ClinicalTrials.gov NCT04559789), a 2-year randomized control trial examining the effects of a digital health coaching intervention on dementia risk, cognitive decline, and general health outcomes. Participants were recruited from the northwest region of Arkansas via word of mouth, email, local radio, and social media. At the time of the analysis, 103 participants randomly assigned to the health coaching group completed an average of 4 coaching sessions over a 4-month period. The intervention included asynchronous messages 1-2 times per week from their health coach that contained health education articles based on the participant's goals (eg, increase physical activity), unlimited access to their coach for questions and recommendations, and monthly meetings with their coach via videoconference or phone to discuss their goals. Participants were asked 2 open-ended questions, "What were your top 1 or 2 takeaways from your recent Health Coaching session?" and "Is there anything you would change about our Health Coaching sessions?" A thematic analysis was conducted using feedback responses from 80 participants (mean age, SD 7.6 years). RESULTS The following four themes emerged from participants' feedback: (1) healthy lifestyle and behavioral changes, (2) a sense of self-awareness through introspection, (3) value in coach support, and (4) a desire for a change in program format (eg, frequency). In total, 93% (n=74) of participants expressed that the intervention needed no changes. CONCLUSIONS Initial participation in the digital cognitive health coaching intervention was well received, as evidenced by participants reporting value in goal setting and strategies for healthy lifestyle and behavioral changes as well as self-reflection on their personal lifestyle choices. Feedback about their assigned coach also offers insight into the importance of the coach-participant relationship and may serve as a significant factor in overall participant success. Given the exploratory nature of this study, more robust research is needed to elicit more information from participants about their experiences to fully understand the acceptability of the digital health coaching intervention. TRIAL REGISTRATION ClinicalTrials.gov NCT04559789; https://clinicaltrials.gov/show/NCT04559789. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/31841.
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Affiliation(s)
| | - Kelsey N Bryk
- Neurotrack Technologies, Redwood City, CA, United States
| | - Erica N Madero
- Neurotrack Technologies, Redwood City, CA, United States
| | | | - Anthony Campitelli
- Exercise Science Research Center, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, United States
| | - Joshua Gills
- Exercise Science Research Center, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, United States
| | - Megan Jones
- Exercise Science Research Center, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, United States
| | - Sally Paulson
- St. Elizabeth Healthcare Clinical Research Institute, Edgewood, KY, United States
| | - Michelle Gray
- Exercise Science Research Center, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, United States
| | - Jordan M Glenn
- Neurotrack Technologies, Redwood City, CA, United States
- Exercise Science Research Center, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, United States
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Hong KR, Hwang IW, Kim HJ, Yang SH, Lee JM. Apple Watch 6 vs. Galaxy Watch 4: A Validity Study of Step-Count Estimation in Daily Activities. SENSORS (BASEL, SWITZERLAND) 2024; 24:4658. [PMID: 39066055 PMCID: PMC11281039 DOI: 10.3390/s24144658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 07/06/2024] [Accepted: 07/16/2024] [Indexed: 07/28/2024]
Abstract
The purpose of this study was to examine the validity of two wearable smartwatches (the Apple Watch 6 (AW) and the Galaxy Watch 4 (GW)) and smartphone applications (Apple Health for iPhone mobiles and Samsung Health for Android mobiles) for estimating step counts in daily life. A total of 104 healthy adults (36 AW, 25 GW, and 43 smartphone application users) were engaged in daily activities for 24 h while wearing an ActivPAL accelerometer on the thigh and a smartwatch on the wrist. The validities of the smartwatch and smartphone estimates of step counts were evaluated relative to criterion values obtained from an ActivPAL accelerometer. The strongest relationship between the ActivPAL accelerometer and the devices was found for the AW (r = 0.99, p < 0.001), followed by the GW (r = 0.82, p < 0.001), and the smartphone applications (r = 0.93, p < 0.001). For overall group comparisons, the MAPE (Mean Absolute Percentage Error) values (computed as the average absolute value of the group-level errors) were 6.4%, 10.5%, and 29.6% for the AW, GW, and smartphone applications, respectively. The results of the present study indicate that the AW and GW showed strong validity in measuring steps, while the smartphone applications did not provide reliable step counts in free-living conditions.
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Affiliation(s)
- Kyu-Ri Hong
- Department of Physical Education, Graduate School of Education, Kyung Hee University, Yongin-si 17014, Republic of Korea;
| | - In-Whi Hwang
- Department of Sports Medicine and Science, Graduate School of Physical Education, Kyung Hee University, Yongin-si 17014, Republic of Korea;
| | - Ho-Jun Kim
- Department of Physical Education, College of Physical Education, Kyung Hee University, Yongin-si 17014, Republic of Korea;
| | - Seo-Hyung Yang
- School of Global Sport Studies, Korea University, 2511 Sejong-ro, Sejong City 30019, Republic of Korea;
| | - Jung-Min Lee
- Sports Science Research Center, Global Campus, Kyung Hee University, Yongin-si 17014, Republic of Korea
- Department of Physical Education, Kyung Hee University, Yongin-si 17014, Republic of Korea
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Ghazizadeh E, Naseri Z, Deigner HP, Rahimi H, Altintas Z. Approaches of wearable and implantable biosensor towards of developing in precision medicine. Front Med (Lausanne) 2024; 11:1390634. [PMID: 39091290 PMCID: PMC11293309 DOI: 10.3389/fmed.2024.1390634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 04/30/2024] [Indexed: 08/04/2024] Open
Abstract
In the relentless pursuit of precision medicine, the intersection of cutting-edge technology and healthcare has given rise to a transformative era. At the forefront of this revolution stands the burgeoning field of wearable and implantable biosensors, promising a paradigm shift in how we monitor, analyze, and tailor medical interventions. As these miniature marvels seamlessly integrate with the human body, they weave a tapestry of real-time health data, offering unprecedented insights into individual physiological landscapes. This log embarks on a journey into the realm of wearable and implantable biosensors, where the convergence of biology and technology heralds a new dawn in personalized healthcare. Here, we explore the intricate web of innovations, challenges, and the immense potential these bioelectronics sentinels hold in sculpting the future of precision medicine.
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Affiliation(s)
- Elham Ghazizadeh
- Department of Bioinspired Materials and Biosensor Technologies, Faculty of Engineering, Institute of Materials Science, Kiel University, Kiel, Germany
- Department of Medical Biotechnology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Zahra Naseri
- Department of Medical Biotechnology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hans-Peter Deigner
- Institute of Precision Medicine, Furtwangen University, Villingen-Schwenningen, Germany
- Fraunhofer Institute IZI (Leipzig), Rostock, Germany
- Faculty of Science, Eberhard-Karls-University Tuebingen, Tuebingen, Germany
| | - Hossein Rahimi
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Zeynep Altintas
- Department of Bioinspired Materials and Biosensor Technologies, Faculty of Engineering, Institute of Materials Science, Kiel University, Kiel, Germany
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Sulague RM, Beloy FJ, Medina JR, Mortalla ED, Cartojano TD, Macapagal S, Kpodonu J. Artificial intelligence in cardiac surgery: A systematic review. World J Surg 2024. [PMID: 39019775 DOI: 10.1002/wjs.12265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 06/14/2024] [Indexed: 07/19/2024]
Abstract
BACKGROUND Artificial intelligence (AI) has emerged as a tool to potentially increase the efficiency and efficacy of cardiovascular care and improve clinical outcomes. This study aims to provide an overview of applications of AI in cardiac surgery. METHODS A systematic literature search on AI applications in cardiac surgery from inception to February 2024 was conducted. Articles were then filtered based on the inclusion and exclusion criteria and the risk of bias was assessed. Key findings were then summarized. RESULTS A total of 81 studies were found that reported on AI applications in cardiac surgery. There is a rapid rise in studies since 2020. The most popular machine learning technique was random forest (n = 48), followed by support vector machine (n = 33), logistic regression (n = 32), and eXtreme Gradient Boosting (n = 31). Most of the studies were on adult patients, conducted in China, and involved procedures such as valvular surgery (24.7%), heart transplant (9.4%), coronary revascularization (11.8%), congenital heart disease surgery (3.5%), and aortic dissection repair (2.4%). Regarding evaluation outcomes, 35 studies examined the performance, 26 studies examined clinician outcomes, and 20 studies examined patient outcomes. CONCLUSION AI was mainly used to predict complications following cardiac surgeries and improve clinicians' decision-making by providing better preoperative risk assessment, stratification, and prognostication. While the application of AI in cardiac surgery has greatly progressed in the last decade, further studies need to be conducted to verify accuracy and ensure safety before use in clinical practice.
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Affiliation(s)
- Ralf Martz Sulague
- Graduate School of Arts and Sciences, Georgetown University, Washington, District of Columbia, USA
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | | | | | | | | | | | - Jacques Kpodonu
- Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
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Goyal K, Shah D, Day SW. Day-to-Day Variability in Measurements of Respiration Using Bioimpedance from a Non-Standard Location. SENSORS (BASEL, SWITZERLAND) 2024; 24:4612. [PMID: 39066010 PMCID: PMC11280867 DOI: 10.3390/s24144612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/09/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024]
Abstract
Non-invasive monitoring of pulmonary health may be useful for tracking several conditions such as COVID-19 recovery and the progression of pulmonary edema. Some proposed methods use impedance-based technologies to non-invasively measure the thorax impedance as a function of respiration but face challenges that limit the feasibility, accuracy, and practicality of tracking daily changes. In our prior work, we demonstrated a novel approach to monitor respiration by measuring changes in impedance from the back of the thigh. We reported the concept of using thigh-thigh bioimpedance measurements for measuring the respiration rate and demonstrated a linear relationship between the thigh-thigh bioimpedance and lung tidal volume. Here, we investigate the variability in thigh-thigh impedance measurements to further understand the feasibility of the technique for detecting a change in the respiratory status due to disease onset or recovery if used for long-term in-home monitoring. Multiple within-session and day-to-day impedance measurements were collected at 80 kHz using dry electrodes (thigh) and wet electrodes (thorax) across the five healthy subjects, along with simultaneous gold standard spirometer measurements for three consecutive days. The peak-peak bioimpedance measurements were found to be highly correlated (0.94 ± 0.03 for dry electrodes across thigh; 0.92 ± 0.07 for wet electrodes across thorax) with the peak-peak spirometer tidal volume. The data across five subjects indicate that the day-to-day variability in the relationship between impedance and volume for thigh-thigh measurements is smaller (average of 14%) than for the thorax (40%). However, it is affected by food and water and might limit the accuracy of the respiratory tidal volume.
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Affiliation(s)
- Krittika Goyal
- Department of Manufacturing and Mechanical Engineering Technology, Rochester Institute of Technology, Rochester, NY 14623, USA; (K.G.); (D.S.)
| | - Dishant Shah
- Department of Manufacturing and Mechanical Engineering Technology, Rochester Institute of Technology, Rochester, NY 14623, USA; (K.G.); (D.S.)
| | - Steven W. Day
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY 14623, USA
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Batubo NP, Auma CI, Moore JB, Zulyniak MA. The Nigerian Dietary Screening Tool: A Step toward Improved Patient-Clinician Communication in Nigerian Hospitals: A Pilot Implementation Study. Nutrients 2024; 16:2286. [PMID: 39064729 PMCID: PMC11280457 DOI: 10.3390/nu16142286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 07/02/2024] [Accepted: 07/14/2024] [Indexed: 07/28/2024] Open
Abstract
Implementing dietary screening tools into clinical practice has been challenging, including in Nigeria. This study evaluated the impact of the Nigerian dietary screening tool (NiDST) on patient-clinician communication and barriers to and facilitators of implementation. A mixed methods approach was used to collect data from patients (n = 151) and clinicians (n = 20) from outpatient clinics in Nigeria. Patients completed the validated 25-item NiDST prior to outpatient consultations. Both patients and clinicians completed the Measurement Instrument for Determinants of Innovations (MIDI) questionnaire to assess implementation determinants post-consultation. Semi-structured interviews were conducted for in-depth feedback. The fidelity of implementation was 92% for NiDST-reported dietary discussion, with a mean completion time of <6 min and an accepted marginal increase in consultation time (<10 min). For clinicians, 25% reported time constraints and their additional nutritional knowledge as barriers, while facilitators of NiDST implementation were the clarity and completeness of the NiDST, clinical relevance and improved patient-clinician communication, as reported by all the clinicians. Over 96% of patients reported the NiDST as quick to complete, with 90.7% reporting self-reflection on dietary intake. This study demonstrated the NiDST's potential to enhance patient-clinician communication and highlighted major facilitators of implementation in clinical practice to improve dietary discussion in Nigeria.
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Affiliation(s)
- Nimisoere P. Batubo
- Nutritional Epidemiology Group, School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, UK; (N.P.B.); (C.I.A.); (J.B.M.)
| | - Carolyn I. Auma
- Nutritional Epidemiology Group, School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, UK; (N.P.B.); (C.I.A.); (J.B.M.)
| | - J. Bernadette Moore
- Nutritional Epidemiology Group, School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, UK; (N.P.B.); (C.I.A.); (J.B.M.)
| | - Michael A. Zulyniak
- Nutritional Epidemiology Group, School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, UK; (N.P.B.); (C.I.A.); (J.B.M.)
- Leeds Institute of Medical Research, Faculty of Medicine and Health, University of Leeds, Leeds LS2 9JT, UK
- Human Nutrition, University of British Columbia, Vancouver, BC V6T1Z4, Canada
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Sakima A, Akagi Y, Akasaki Y, Fujii T, Haze T, Kawakami-Mori F, Kitajima K, Kobayashi Y, Matayoshi T, Sakaguchi T, Yamazato M, Abe M, Ohya Y, Arima H. Effectiveness of digital health interventions for telemedicine/telehealth for managing blood pressure in adults: a systematic review and meta-analysis. Hypertens Res 2024:10.1038/s41440-024-01792-7. [PMID: 38977877 DOI: 10.1038/s41440-024-01792-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 06/15/2024] [Indexed: 07/10/2024]
Abstract
This systematic review and meta-analysis included randomized controlled trials or observational studies that compare digital health interventions (DHIs) for telemedicine/telehealth versus usual care for managing blood pressure (BP) in adults. We searched PubMed, Cochrane CENTRAL, and IchuShi-Web, and used a random-effects meta-analysis of the weighted mean difference (MD) between the comparison groups to pool data from the included studies. The outcome included the pooled MD of office BP from baseline to each follow-up period. This meta-analysis considered 117 studies with 68677 participants as eligible. The 3-month intervention period reduced office systolic BP (SBP) compared with usual care in 38 studies (MD: -3.21 mmHg [95% confidence interval: -4.51 to -1.90]), with evidence of heterogeneity. Office SBP across intervention periods demonstrated comparable effects (3-, 6- [54 studies], 12- [43 studies], and >12-month periods [9 studies]). The benefits for office diastolic BP were similar to those for office SBP. Additionally, the interventions significantly reduced the office SBP compared with the control, regardless of the mode of intervention delivery (smartphone apps [38 studies], text messages [35 studies], and websites [34 studies]) or type of facility (medical [74 studies] vs. non-medical [33 studies]). The interventions were more effective in 41 hypertension cohorts compared with 66 non-hypertension cohorts (-4.81 mmHg [-6.33, -3.29] vs. -2.17 mmHg [-3.15, -1.19], P = 0.006 for heterogeneity). In conclusion, DHIs for telemedicine/telehealth improved BP management compared with usual care. The effectiveness with heterogeneity should be considered, as prudent for implementing evidence-based medicine. This meta-analysis considered 117 studies with 68677 participants eligible. The DHIs for telemedicine/telehealth reduced office BP compared with usual care, regardless of intervention duration, intervention delivery mode, facility type, and cohort type. Additionally, the DHIs reduced the risk of uncontrolled BP compared with usual care, regardless of intervention duration, intervention delivery mode, and facility type. BP blood pressure, DHI digital health intervention, MD mean difference, RR risk ratio, SBP systolic blood pressure.
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Affiliation(s)
- Atsushi Sakima
- Health Administration Center, University of the Ryukyus, Okinawa, Japan.
| | - Yuya Akagi
- Division of Health Sciences, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yuichi Akasaki
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima, Japan
| | - Takako Fujii
- Department of Preventive Medicine and Public Health, Faculty of Medicine, Fukuoka University, Fukuoka, Japan
| | - Tatsuya Haze
- YCU Center for Novel and Exploratory Clinical Trials (Y-NEXT), Yokohama City University Hospital, Kanagawa, Japan
| | - Fumiko Kawakami-Mori
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Mitsui Memorial Hospital, Tokyo, Japan
| | - Ken Kitajima
- Department of Cardiology, Faculty of Medicine, Fukuoka University, Fukuoka, Japan
| | - Yusuke Kobayashi
- Co-Creation Innovation Center, Yokohama City University, Kanagawa, Japan
| | | | - Takashi Sakaguchi
- Department of Pediatrics, Faculty of Medicine, Fukuoka University, Fukuoka, Japan
| | | | - Makiko Abe
- Department of Preventive Medicine and Public Health, Faculty of Medicine, Fukuoka University, Fukuoka, Japan
| | - Yusuke Ohya
- University Hospital of the Ryukyus, Okinawa, Japan
| | - Hisatomi Arima
- Department of Preventive Medicine and Public Health, Faculty of Medicine, Fukuoka University, Fukuoka, Japan
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Dhunnoo P, Kemp B, McGuigan K, Meskó B, O'Rourke V, McCann M. Evaluation of Telemedicine Consultations Using Health Outcomes and User Attitudes and Experiences: Scoping Review. J Med Internet Res 2024; 26:e53266. [PMID: 38980704 PMCID: PMC11267102 DOI: 10.2196/53266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 01/27/2024] [Accepted: 03/19/2024] [Indexed: 07/10/2024] Open
Abstract
BACKGROUND Despite a recent rise in adoption, telemedicine consultations retention remains challenging, and aspects around the associated experiences and outcomes remain unclear. The need to further investigate these aspects was a motivating factor for conducting this scoping review. OBJECTIVE With a focus on synchronous telemedicine consultations between patients with nonmalignant chronic illnesses and health care professionals (HCPs), this scoping review aimed to gain insights into (1) the available evidence on telemedicine consultations to improve health outcomes for patients, (2) the associated behaviors and attitudes of patients and HCPs, and (3) how supplemental technology can assist in remote consultations. METHODS PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guided the scoping review process. Inclusion criteria were (1) involving adults with nonmalignant, noncommunicable chronic conditions as the study population; (2) focusing on health outcomes and experiences of and attitudes toward synchronous telemedicine consultations between patients and HCPs; and (3) conducting empirical research. A search strategy was applied to PubMed (including MEDLINE), CINAHL Complete, APA PsycNet, Web of Science, IEEE, and ACM Digital. Screening of articles and data extraction from included articles were performed in parallel and independently by 2 researchers, who corroborated their findings and resolved any conflicts. RESULTS Overall, 4167 unique articles were identified from the databases searched. Following multilayer filtration, 19 (0.46%) studies fulfilled the inclusion criteria for data extraction. They investigated 6 nonmalignant chronic conditions, namely chronic obstructive pulmonary disease, diabetes, chronic kidney disease, ulcerative colitis, hypertension, and congestive heart failure, and the telemedicine consultation modality varied in each case. Most observed positive health outcomes for patients with chronic conditions using telemedicine consultations. Patients generally favored the modality's convenience, but concerns were highlighted around cost, practical logistics, and thoroughness of clinical examinations. The majority of HCPs were also in favor of the technology, but a minority experienced reduced job satisfaction. Supplemental technological assistance was identified in relation to technical considerations, improved remote workflow, and training in remote care use. CONCLUSIONS For patients with noncommunicable chronic conditions, telemedicine consultations are generally associated with positive health outcomes that are either directly or indirectly related to their ailment, but sustained improvements remain unclear. These modalities also indicate the potential to empower such patients to better manage their condition. HCPs and patients tend to be satisfied with remote care experience, and most are receptive to the modality as an option. Assistance from supplemental technologies mostly resides in addressing technical issues, and additional modules could be integrated to address challenges relevant to patients and HCPs. However, positive outcomes and attitudes toward the modality might not apply to all cases, indicating that telemedicine consultations are more appropriate as options rather than replacements of in-person visits.
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Affiliation(s)
- Pranavsingh Dhunnoo
- Department of Computing, Atlantic Technological University, Letterkenny, Ireland
- The Medical Futurist Institute, Budapest, Hungary
| | - Bridie Kemp
- School of Nursing and Midwifery, Queen's University Belfast, Belfast, United Kingdom
| | - Karen McGuigan
- School of Nursing and Midwifery, Queen's University Belfast, Belfast, United Kingdom
| | | | - Vicky O'Rourke
- Faculty of Business, Atlantic Technological University, Letterkenny, Ireland
| | - Michael McCann
- Department of Computing, Atlantic Technological University, Letterkenny, Ireland
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Gunn R, Watkins SL, Boston D, Rosales AG, Massimino S, Navale S, Fitzpatrick SL, Dickerson J, Gold R, Lee G, McMullen CK. Evaluation of a Remote Patient Monitoring Program During the COVID-19 Pandemic: Retrospective Case Study With a Mixed Methods Explanatory Sequential Design. JMIR Form Res 2024; 8:e55732. [PMID: 38980716 PMCID: PMC11267095 DOI: 10.2196/55732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 05/06/2024] [Accepted: 05/08/2024] [Indexed: 07/10/2024] Open
Abstract
BACKGROUND Community health center (CHC) patients experience a disproportionately high prevalence of chronic conditions and barriers to accessing technologies that might support the management of these conditions. One such technology includes tools used for remote patient monitoring (RPM), the use of which surged during the COVID-19 pandemic. OBJECTIVE The aim of this study was to assess how a CHC implemented an RPM program during the COVID-19 pandemic. METHODS This retrospective case study used a mixed methods explanatory sequential design to evaluate a CHC's implementation of a suite of RPM tools during the COVID-19 pandemic. Analyses used electronic health record-extracted health outcomes data and semistructured interviews with the CHC's staff and patients participating in the RPM program. RESULTS The CHC enrolled 147 patients in a hypertension RPM program. After 6 months of RPM use, mean systolic blood pressure (BP) was 13.4 mm Hg lower and mean diastolic BP 6.4 mm Hg lower, corresponding with an increase in hypertension control (BP<140/90 mm Hg) from 33.3% of patients to 81.5%. Considerable effort was dedicated to standing up the program, reinforced by organizational prioritization of chronic disease management, and by a clinician who championed program implementation. Noted barriers to implementation of the RPM program were limited initial training, lack of sustained support, and complexities related to the RPM device technology. CONCLUSIONS While RPM technology holds promise for addressing chronic disease management, successful RPM program requires substantial investment in implementation support and technical assistance.
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Affiliation(s)
- Rose Gunn
- OCHIN, Inc, Portland, OR, United States
| | | | | | - A Gabriela Rosales
- Kaiser Permanente Center for Health Research, Kaiser Permanente, Portland, OR, United States
| | - Stefan Massimino
- Kaiser Permanente Center for Health Research, Kaiser Permanente, Portland, OR, United States
| | | | - Stephanie L Fitzpatrick
- Kaiser Permanente Center for Health Research, Kaiser Permanente, Portland, OR, United States
| | - John Dickerson
- Kaiser Permanente Center for Health Research, Kaiser Permanente, Portland, OR, United States
| | - Rachel Gold
- OCHIN, Inc, Portland, OR, United States
- Kaiser Permanente Center for Health Research, Kaiser Permanente, Portland, OR, United States
| | - George Lee
- Asian Health Services, Oakland, CA, United States
| | - Carmit K McMullen
- Kaiser Permanente Center for Health Research, Kaiser Permanente, Portland, OR, United States
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Dorr DA, Montgomery E, Ghumman AJ, Michaels L, Rolbiecki A, Canfield S, Shaffer V, Johnson B, Lockwood M, Ghosh P, Martinez W, Koopman R. Study protocol: Collaboration Oriented Approach to Controlling High blood pressure (COACH) in adults - a randomised controlled trial. BMJ Open 2024; 14:e085898. [PMID: 38977368 PMCID: PMC11256044 DOI: 10.1136/bmjopen-2024-085898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 06/10/2024] [Indexed: 07/10/2024] Open
Abstract
INTRODUCTION Hypertension, the clinical condition of persistent high blood pressure (BP), is preventable yet remains a significant contributor to poor cardiovascular outcomes. Digital self-management support tools can increase patient self-care behaviours to improve BP. We created a patient-facing and provider-facing clinical decision support (CDS) application, called the Collaboration Oriented Approach to Controlling High BP (COACH), to integrate home BP data, guideline recommendations and patient-centred goals with primary care workflows. We leverage social cognitive theory principles to support enhanced engagement, shared decision-making and self-management support. This study aims to measure the effectiveness of the COACH intervention and evaluate its adoption as part of BP management. METHODS AND ANALYSIS The study design is a multisite, two-arm hybrid type III implementation randomised controlled trial set within primary care practices across three health systems. Randomised participants are adults with high BP for whom home BP monitoring is indicated. The intervention arm will receive COACH, a digital web-based intervention with effectively enhanced alerts and displays intended to drive engagement with BP lowering; the control arm will receive COACH without the alerts and a simple display. Outcome measures include BP lowering (primary) and self-efficacy (secondary). Implementation preplanning and postevaluation use the Consolidated Framework for Implementation Research and Reach-Effectiveness-Adoption-Implementation-Maintenance metrics with iterative cycles for qualitative integration into the trial and its quantitative evaluation. The trial analysis includes logistic regression and constrained longitudinal data analysis. ETHICS AND DISSEMINATION The trial is approved under a single IRB through the University of Missouri-Columbia, #2091483. Dissemination of the intervention specifications and results will be through open-source mechanisms. TRIAL REGISTRATION NUMBER NCT06124716.
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Affiliation(s)
- David Andrew Dorr
- Department of Medical Informatics & Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon, USA
| | | | - Aisha J Ghumman
- Department of Medical Informatics & Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon, USA
| | - LeAnn Michaels
- Oregon Health & Science University, Portland, Oregon, USA
| | - Abigail Rolbiecki
- University of Missouri System, Columbia, Missouri, USA
- University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | | | | | - Blake Johnson
- Oregon Health & Science University, Portland, Oregon, USA
| | | | - Parijat Ghosh
- University of Missouri System, Columbia, Missouri, USA
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Khosravi M, Izadi R, Shojaei P, Delavari S. Strategies to promote patient-centeredness within the healthcare industry: A grey-based multicriteria decision making methods. J Eval Clin Pract 2024. [PMID: 38970257 DOI: 10.1111/jep.14070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 05/09/2024] [Accepted: 06/14/2024] [Indexed: 07/08/2024]
Abstract
RATIONALE The international policy agenda has recently advocated for the development of patient-centeredness in healthcare service delivery. Consequently, various stakeholders in the healthcare systems have expressed a vital need for identifying strategies and tools that can enhance patient-centeredness. AIMS AND OBJECTIVES The objective of this paper was to prioritise and benchmark the strategies that can improve patient-centeredness in healthcare service delivery. METHOD We employed a multi-stage research scenario that consisted of two phases: a phase including of a scoping review to identify the current strategies to improve patient-centeredness (PC); And, a phase including of a multicriteria best-worst method to assign weights to PC principles, and a questionnaire administered to a sample of experts for benchmarking the strategies derived from the literature using the Grey Multi-Attributive Border Approximation Area Comparison (MABAC-G) method. RESULTS The most important principle of patient-centeredness was deemed to be access to care, while telehealth tools and Electronic Health Information Systems were respectively suggested as the most efficacious platforms for promoting patient-centeredness. CONCLUSION We recommend that administrators and policy makers in the healthcare industry prioritise the implementation and research of strategies such as telehealth tools and electronic health information systems to enhance access and patient-centeredness in the healthcare systems.
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Affiliation(s)
- Mohsen Khosravi
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Reyhane Izadi
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Payam Shojaei
- Department of Management, Shiraz University, Shiraz, Iran
| | - Sajad Delavari
- Health Human Resources Research Center, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
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de Almeida Pinho I, Pimentel MJ, Oliveira C, Matos MI, Vale C, Matias P, Pereira J, Marques P, Leite-Moreira A, Friões F, Vasques-Nóvoa F, Ferreira JP. Office- versus home-based evaluation of quality of life in heart failure with reduced ejection fraction: A randomized study. Int J Cardiol 2024; 413:132341. [PMID: 38971536 DOI: 10.1016/j.ijcard.2024.132341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/28/2024] [Accepted: 07/03/2024] [Indexed: 07/08/2024]
Abstract
BACKGROUND Heart failure (HF) patients often experience poor health-related quality-of-life (HR-QoL). The Kansas City Cardiomyopathy Questionnaire (KCCQ) is frequently used for assessing HR-QoL in HF. Whether KCCQ scores vary in a clinical meaningful manner according to the setting (home vs office) where patients respond to the questionnaire is currently unknown. AIMS Assess the differences in the responses to KCCQ-23 questionnaire when completed at home or office. METHODS Randomized parallel-group study, including patients with HF with reduced ejection fraction (HFrEF). Primary outcome was home vs office comparison of overall summary score (KCCQ-OSS). Main secondary outcomes were clinical summary score (KCCQ-CSS) and total symptom score (KCCQ-TSS). RESULTS A total of 100 patients were included in the study: 50 home vs 50 office. Mean age was 71 yrs. Most baseline characteristics were well balanced between groups, except male sex, MRA use, and prior HF hospitalizations which were more frequent in the home group. No statistically-significant between-group differences were found regarding KCCQ-OSS (median [percentile25-75]) scores: home 69.1 (42.0-86.5) vs office 63.1 (44.3-82.3) points, P-value = 0.59, or main secondary outcomes: KCCQ-CSS home 62.2 (46.5-79.9) vs office 68.1 (51.9-79.2) points, P-value = 0.69, and KCCQ-TSS home 84.7 (59.7-97.2) vs office 76.4 (66.7-94.4) points, P-value = 0.85. Results remained similar after adjustment for differences in baseline characteristics and using non-parametric regressions. CONCLUSIONS No major differences were found in KCCQ-23 scores regardless of whether the questionnaire was completed at home or office. These findings can be useful to make HR-QoL more accessible, allowing patients to respond at home using email or cell-phone applications.
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Affiliation(s)
- Inês de Almeida Pinho
- Cardiovascular Research and Development Center (UnIC@RISE), Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Maria João Pimentel
- Cardiovascular Research and Development Center (UnIC@RISE), Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Cristina Oliveira
- Cardiovascular Research and Development Center (UnIC@RISE), Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Maria Inês Matos
- Department of Internal Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Catarina Vale
- Cardiovascular Research and Development Center (UnIC@RISE), Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal; Department of Internal Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Paula Matias
- Department of Internal Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Joana Pereira
- Department of Internal Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Pedro Marques
- Cardiovascular Research and Development Center (UnIC@RISE), Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal; Department of Internal Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Adelino Leite-Moreira
- Cardiovascular Research and Development Center (UnIC@RISE), Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Fernando Friões
- Department of Internal Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Francisco Vasques-Nóvoa
- Cardiovascular Research and Development Center (UnIC@RISE), Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal; Department of Internal Medicine, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - João Pedro Ferreira
- Cardiovascular Research and Development Center (UnIC@RISE), Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal; Internal Medicine Department, Centro Hospitalar de Vila Nova de Gaia/Espinho, Portugal; Institut National de la Santé et de la Recherche Médicale U1116, Centre Hospitalier Régional Universitaire, French Clinical Research Infrastructure Network, Investigation Network Initiative-Cardiovascular and Renal Clinical Trialists, Nancy, France.
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Scacciavillani R, Koliastasis L, Doundoulakis I, Chiotis S, Kordalis A, Narducci ML, Kotoulas S, Pinnacchio G, Bencardino G, Perna F, Comerci G, Gatzoulis KA, Tsiachris D, Pelargonio G. Remote Monitoring of Cardiac Implantable Electronic Devices in Very Elderly Patients: Advantages and Specific Problems. J Cardiovasc Dev Dis 2024; 11:209. [PMID: 39057629 PMCID: PMC11277150 DOI: 10.3390/jcdd11070209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 06/24/2024] [Accepted: 06/27/2024] [Indexed: 07/28/2024] Open
Abstract
Cardiac implantable electronic devices (CIEDs) offer the benefit of remote monitoring and decision making and find particular applications in special populations such as the elderly. Less transportation, reduced costs, prompt diagnosis, a sense of security, and continuous real-time monitoring are the main advantages. On the other hand, less physician-patient interactions and the technology barrier in the elderly pose specific problems in remote monitoring. CIEDs nowadays are abundant and are mostly represented by rhythm control/monitoring devices, whereas hemodynamic remote monitoring devices are gaining popularity and are evolving and becoming refined. Future directions include the involvement of artificial intelligence, yet disparities of availability, lack of follow-up data, and insufficient patient education are still areas to be improved. This review aims to describe the role of CIED in the very elderly and highlight the merits and possible drawbacks.
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Affiliation(s)
- Roberto Scacciavillani
- Department of Cardiovascular & Pulmonary Sciences, Catholic University of the Sacred Heart, 00168 Rome, Italy; (R.S.); (G.P.)
| | - Leonidas Koliastasis
- First Department of Cardiology, National and Kapodistrian University, “Hippokration” Hospital, 11527 Athens, Greece; (L.K.); (S.C.); (A.K.); (S.K.); (K.A.G.); (D.T.)
| | - Ioannis Doundoulakis
- First Department of Cardiology, National and Kapodistrian University, “Hippokration” Hospital, 11527 Athens, Greece; (L.K.); (S.C.); (A.K.); (S.K.); (K.A.G.); (D.T.)
| | - Sotirios Chiotis
- First Department of Cardiology, National and Kapodistrian University, “Hippokration” Hospital, 11527 Athens, Greece; (L.K.); (S.C.); (A.K.); (S.K.); (K.A.G.); (D.T.)
| | - Athanasios Kordalis
- First Department of Cardiology, National and Kapodistrian University, “Hippokration” Hospital, 11527 Athens, Greece; (L.K.); (S.C.); (A.K.); (S.K.); (K.A.G.); (D.T.)
| | - Maria Lucia Narducci
- Department of Cardiovascular Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (M.L.N.); (G.P.); (G.B.); (F.P.); (G.C.)
- Cardiology Unit, Cardiothoracic Department, Azienda Ospedaliera Universitaria Santa Maria della Misericordia, 33100 Udine, Italy
| | - Sotiris Kotoulas
- First Department of Cardiology, National and Kapodistrian University, “Hippokration” Hospital, 11527 Athens, Greece; (L.K.); (S.C.); (A.K.); (S.K.); (K.A.G.); (D.T.)
| | - Gaetano Pinnacchio
- Department of Cardiovascular Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (M.L.N.); (G.P.); (G.B.); (F.P.); (G.C.)
| | - Gianluigi Bencardino
- Department of Cardiovascular Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (M.L.N.); (G.P.); (G.B.); (F.P.); (G.C.)
| | - Francesco Perna
- Department of Cardiovascular Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (M.L.N.); (G.P.); (G.B.); (F.P.); (G.C.)
| | - Gianluca Comerci
- Department of Cardiovascular Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (M.L.N.); (G.P.); (G.B.); (F.P.); (G.C.)
| | - Konstantinos A. Gatzoulis
- First Department of Cardiology, National and Kapodistrian University, “Hippokration” Hospital, 11527 Athens, Greece; (L.K.); (S.C.); (A.K.); (S.K.); (K.A.G.); (D.T.)
| | - Dimitris Tsiachris
- First Department of Cardiology, National and Kapodistrian University, “Hippokration” Hospital, 11527 Athens, Greece; (L.K.); (S.C.); (A.K.); (S.K.); (K.A.G.); (D.T.)
| | - Gemma Pelargonio
- Department of Cardiovascular & Pulmonary Sciences, Catholic University of the Sacred Heart, 00168 Rome, Italy; (R.S.); (G.P.)
- Department of Cardiovascular Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (M.L.N.); (G.P.); (G.B.); (F.P.); (G.C.)
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50
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Cho Y, Yoon M, Kim J, Lee JH, Oh IY, Lee CJ, Kang SM, Choi DJ. Artificial Intelligence-Based Electrocardiographic Biomarker for Outcome Prediction in Patients With Acute Heart Failure: Prospective Cohort Study. J Med Internet Res 2024; 26:e52139. [PMID: 38959500 PMCID: PMC11255523 DOI: 10.2196/52139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 02/22/2024] [Accepted: 05/29/2024] [Indexed: 07/05/2024] Open
Abstract
BACKGROUND Although several biomarkers exist for patients with heart failure (HF), their use in routine clinical practice is often constrained by high costs and limited availability. OBJECTIVE We examined the utility of an artificial intelligence (AI) algorithm that analyzes printed electrocardiograms (ECGs) for outcome prediction in patients with acute HF. METHODS We retrospectively analyzed prospectively collected data of patients with acute HF at two tertiary centers in Korea. Baseline ECGs were analyzed using a deep-learning system called Quantitative ECG (QCG), which was trained to detect several urgent clinical conditions, including shock, cardiac arrest, and reduced left ventricular ejection fraction (LVEF). RESULTS Among the 1254 patients enrolled, in-hospital cardiac death occurred in 53 (4.2%) patients, and the QCG score for critical events (QCG-Critical) was significantly higher in these patients than in survivors (mean 0.57, SD 0.23 vs mean 0.29, SD 0.20; P<.001). The QCG-Critical score was an independent predictor of in-hospital cardiac death after adjustment for age, sex, comorbidities, HF etiology/type, atrial fibrillation, and QRS widening (adjusted odds ratio [OR] 1.68, 95% CI 1.47-1.92 per 0.1 increase; P<.001), and remained a significant predictor after additional adjustments for echocardiographic LVEF and N-terminal prohormone of brain natriuretic peptide level (adjusted OR 1.59, 95% CI 1.36-1.87 per 0.1 increase; P<.001). During long-term follow-up, patients with higher QCG-Critical scores (>0.5) had higher mortality rates than those with low QCG-Critical scores (<0.25) (adjusted hazard ratio 2.69, 95% CI 2.14-3.38; P<.001). CONCLUSIONS Predicting outcomes in patients with acute HF using the QCG-Critical score is feasible, indicating that this AI-based ECG score may be a novel biomarker for these patients. TRIAL REGISTRATION ClinicalTrials.gov NCT01389843; https://clinicaltrials.gov/study/NCT01389843.
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Affiliation(s)
- Youngjin Cho
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Gyeonggi-do, Republic of Korea
- ARPI Inc, Seongnam, Gyeonggi-do, Republic of Korea
| | - Minjae Yoon
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Gyeonggi-do, Republic of Korea
| | - Joonghee Kim
- ARPI Inc, Seongnam, Gyeonggi-do, Republic of Korea
- Department of Emergency Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea
| | - Ji Hyun Lee
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Gyeonggi-do, Republic of Korea
| | - Il-Young Oh
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Gyeonggi-do, Republic of Korea
| | - Chan Joo Lee
- Division of Cardiology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seok-Min Kang
- Division of Cardiology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Dong-Ju Choi
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Gyeonggi-do, Republic of Korea
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