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Medhi D, Kamidi SR, Mamatha Sree KP, Shaikh S, Rasheed S, Thengu Murichathil AH, Nazir Z. Artificial Intelligence and Its Role in Diagnosing Heart Failure: A Narrative Review. Cureus 2024; 16:e59661. [PMID: 38836155 PMCID: PMC11148729 DOI: 10.7759/cureus.59661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/04/2024] [Indexed: 06/06/2024] Open
Abstract
Heart failure (HF) is prevalent globally. It is a dynamic disease with varying definitions and classifications due to multiple pathophysiologies and etiologies. The diagnosis, clinical staging, and treatment of HF become complex and subjective, impacting patient prognosis and mortality. Technological advancements, like artificial intelligence (AI), have been significant roleplays in medicine and are increasingly used in cardiovascular medicine to transform drug discovery, clinical care, risk prediction, diagnosis, and treatment. Medical and surgical interventions specific to HF patients rely significantly on early identification of HF. Hospitalization and treatment costs for HF are high, with readmissions increasing the burden. AI can help improve diagnostic accuracy by recognizing patterns and using them in multiple areas of HF management. AI has shown promise in offering early detection and precise diagnoses with the help of ECG analysis, advanced cardiac imaging, leveraging biomarkers, and cardiopulmonary stress testing. However, its challenges include data access, model interpretability, ethical concerns, and generalizability across diverse populations. Despite these ongoing efforts to refine AI models, it suggests a promising future for HF diagnosis. After applying exclusion and inclusion criteria, we searched for data available on PubMed, Google Scholar, and the Cochrane Library and found 150 relevant papers. This review focuses on AI's significant contribution to HF diagnosis in recent years, drastically altering HF treatment and outcomes.
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Affiliation(s)
- Diptiman Medhi
- Internal Medicine, Gauhati Medical College and Hospital, Guwahati, Guwahati, IND
| | | | | | - Shifa Shaikh
- Cardiology, SMBT Institute of Medical Sciences and Research Centre, Igatpuri, IND
| | - Shanida Rasheed
- Emergency Medicine, East Sussex Healthcare NHS Trust, Eastbourne, GBR
| | | | - Zahra Nazir
- Internal Medicine, Combined Military Hospital, Quetta, Quetta, PAK
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Ibemere SO, Silva SG, Affronti ML, Masese R, Tanabe P. Nurse practitioner satisfaction with in-person versus telehealth chronic care delivery. J Am Assoc Nurse Pract 2024; 36:160-170. [PMID: 37962429 DOI: 10.1097/jxx.0000000000000964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 09/22/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND The widespread use of telehealth and regulatory changes that enhanced nurse practitioner (NP) practice authority because of the SARS-CoV-2 pandemic offers an opportunity to assess postpandemic NP satisfaction with telehealth care delivery and perceptions of its feasibility compared with in-person visits. PURPOSE Outpatient chronic care delivery satisfaction and preference were compared among NPs who provide care to adults through in-person and/or telehealth visits and examined NP demographic and clinical characteristics associated with overall satisfaction by care delivery type. METHODOLOGY Data were collected using a cross-sectional, descriptive design through online dissemination of The Care Delivery Satisfaction Survey to a nationally representative sample of 586 NPs. RESULTS Compared with NPs using both visit types to deliver care, NPs delivering care in-person only had significantly lower satisfaction scores for interpersonal manner ( p = .0076) and communication ( p = .0108). NPs using telehealth only had significantly higher overall satisfaction and satisfaction subscale scores (all p < .01) compared with NPs using both visit types. Overall, 77% of NPs using both visit types preferred in-person delivery. CONCLUSIONS/IMPLICATIONS NPs delivering telehealth care only were more satisfied with chronic care delivery than NPs using both delivery types. NPs using both types were more satisfied with interpersonal manner and communication compared with NPs delivering in-person care only. Most NPs using both types preferred in-person care delivery. Given increased telehealth use, health systems, academic institutions, and insurance companies can use these study findings to inform policy on telehealth resources and infrastructure.
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Affiliation(s)
- Stephanie O Ibemere
- Duke University School of Nursing, Durham, North Carolina
- Duke Global Health Institute, Durham, North Carolina
| | - Susan G Silva
- Duke University School of Nursing, Durham, North Carolina
- Duke University School of Medicine, Durham, North Carolina
| | - Mary Lou Affronti
- Duke University School of Nursing, Durham, North Carolina
- Preston Robert Tisch Brain Tumor Center, Duke Health System, Duke Neuro-surgery, Durham, North Carolina
| | - Rita Masese
- Duke University School of Nursing, Durham, North Carolina
| | - Paula Tanabe
- Duke University School of Nursing, Durham, North Carolina
- Duke University School of Medicine, Durham, North Carolina
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Gabay G, Ornoy H, Gere A, Moskowitz H. Personalizing Communication of Clinicians with Chronically Ill Elders in Digital Encounters-A Patient-Centered View. Healthcare (Basel) 2024; 12:434. [PMID: 38391809 PMCID: PMC10888115 DOI: 10.3390/healthcare12040434] [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: 11/29/2023] [Revised: 01/31/2024] [Accepted: 02/04/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND Chronically ill elderly patients are concerned about losing the personal connection with clinicians in digital encounters and clinicians are concerned about missing nonverbal cues that are important for the diagnosis, thus jeopardizing quality of care. AIMS This study validated the expectations and preferences of chronically ill elderly patients regarding specific communication messages for communication with clinicians in telemedicine. METHODS The sample comprised 600 elderly chronically ill patients who use telehealth. We used a conjoint-based experimental design to test numerous messages. The outcome variable is elder patient expectations from communication with clinicians in telemedicine. The independent variables were known categories of patient-clinician communication. Respondents rated each of the 24 vignettes of messages. RESULTS Mathematical clustering yielded three mindsets, with statistically significant differences among them. Members of mindset 1 were most concerned with non-verbal communication, members of mindset 2 prefer communication that enhances the internal locus of control, and members of mindset 3 have an external locus of control and strongly oppose any dialogue about their expectations from communication. CONCLUSIONS The use of the predictive algorithm that we developed enables clinicians to identify the belonging of each chronically ill elderly patient in the clinic to a sample mindset, and to accordingly personalize the communication in the digital encounters while structuring the encounter with greater specificity, therefore enhancing patient-centered care.
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Affiliation(s)
- Gillie Gabay
- Faculty of Social Sciences, Achva Academic College, Arugot 7980400, Israel
| | - Hana Ornoy
- Faculty of Business, Ono Academic College, Kiryat Ono 5545173, Israel
| | - Attila Gere
- Institute of Food Science and Technology, Hungarian University of Agriculture and Life Sciences, 1118 Budapest, Hungary
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Winterbottom F, Katz AW, Skinner S, Carpenter D, Williams LM, Kleinpell R. Acute Care Advanced Practice Providers' Use of Telehealth During the COVID-19 Pandemic. AACN Adv Crit Care 2023; 34:343-349. [PMID: 38033211 DOI: 10.4037/aacnacc2023516] [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: 12/02/2023]
Abstract
Advanced practice registered nurses and physician assistants, collectively termed advanced practice providers (APPs), have been part of telehealth for many years. During the COVID-19 pandemic, APPs experienced the growth in roles, responsibilities, and tools used for telehealth care delivery. This article uses examples from 3 health systems to highlight the ways in which telehealth use was expanded due to the pandemic, how APP roles were altered across the United States during and after the pandemic, and implications for future practice.
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Affiliation(s)
- Fiona Winterbottom
- Fiona Winterbottom is Clinical Nurse Specialist, Critical Care Medicine, Ochsner Health, Ochsner Medical Center, 1514 Jefferson Highway, New Orleans, LA 70448
| | - Adam W Katz
- Adam W. Katz is Senior Director, Advanced Practice Provider Services, and Critical Care Advanced Practice Provider Program, University of Massachusetts Medical Center, Worcester, Massachusetts
| | - Sarah Skinner
- Sarah Skinner is Clinical Coordinator for Critical Care Advanced Practice Providers, UMass Memorial Medical Center, Worcester, Massachusetts
| | - Dawn Carpenter
- Dawn Carpenter is Associate Professor of Nursing, UMass Chan Medical School, Tan Chingfen Graduate School of Nursing, Worcester, Massachusetts, and Nurse Practitioner, Surgical ICU and Trauma Team, Guthrie Healthcare System, Sayre, Pennsylvania
| | - Lisa-Mae Williams
- Lisa-Mae Williams is Operations Director, Telehealth Center, Tele-Critical Care and Virtual Sepsis Unit, Baptist Health, Coral Gables, Florida
| | - Ruth Kleinpell
- Ruth Kleinpell is Associate Dean for Clinical Scholarship and Professor, Vanderbilt University School of Nursing, Nashville, Tennessee
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Carlsson M, Alm AK, Rising MH. An evaluation of registered nurses' experiences of person-centered care and competence after participating in a course in digital competence in care. BMC Nurs 2022; 21:368. [PMID: 36564785 PMCID: PMC9782277 DOI: 10.1186/s12912-022-01151-2] [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: 07/26/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Health care's rapid transition from in-person visits to more digital care meetings has challenged nurses to find new, sustainable ways of using digital technology. METHODS The aim was to describe registered nurses'(RN) experiences with person-centred care (PCC) and competence after participating in a course in Digital Competence in Care (DCC). In this study, a qualitative descriptive design was used, and 16 individual interviews were carried out with RNs. Data were analysed using qualitative content analysis. The COREQ checklist was used in this study. RESULTS The results were presented in four categories: being open to change and new ways of working with patients; struggling to handle requirements; developing new ways of working and focusing on patients despite the distance. CONCLUSIONS The DCC course helped develop RNs' skills and practice of PCC in digital care meetings. Training in digital care theory increased RNs' competence and facilitated the creation of new knowledge. The RNs' professional role was strengthened by participating in the changing of work routines. Digital care meetings were shown to be distance bridging and complementary to physical care meetings contributing to PCC. The increased availability of health care via digital means has affected the consumption of care and tailored education needs for RNs must be met by nursing education programs. Digital care is accessible, efficient and enables care regardless of geographical conditions, its innovative development needs to be based on science and experience and RNs are key personnel in this process. TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Malin Carlsson
- grid.29050.3e0000 0001 1530 0805Department of Health Sciences, Mid Sweden University, Holmgatan 10, Sundsvall, 852 33 Sweden
| | - Annika Kjällman Alm
- grid.29050.3e0000 0001 1530 0805Department of Health Sciences, Mid Sweden University, Holmgatan 10, Sundsvall, 852 33 Sweden
| | - Malin Holmström Rising
- grid.29050.3e0000 0001 1530 0805Department of Health Sciences, Mid Sweden University, Holmgatan 10, Sundsvall, 852 33 Sweden
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Abstract
Since the outbreak of COVID-19, telehealth expanded rapidly and was adopted as a substitute for in-person patient and nurse visits. However, no studies have mapped nurse-led telehealth interventions during the pandemic. This study aimed to identify and summarize the strengths and weaknesses of nurse-led telehealth interventions for community-dwelling outpatients during the COVID-19 pandemic. This study used a scoping review methodology and was guided by the Preferred Reporting Items for Systematic Reviews and Meta-analyses Scoping Review Extension. Five electronic databases were searched to find studies published in English peer-reviewed publications between January 2020 and February 2022. A total of 490 articles were retrieved, of which 23 empirical studies were selected based on the inclusion/exclusion criteria. Primary studies from nine countries with a variety of research designs were included. Four strengths and three weaknesses of nurse-led telehealth interventions for patients during COVID-19 were identified. For telehealth services to provide effective, efficient, and quality patient care, future research and nursing practice need to overcome the identified weaknesses of current nurse-led telehealth interventions. More rigorous evidence-based research and updated and standardized guidelines for nurses' telehealth services will help improve the quality of patient care. Nurse managers, leaders, and policymakers can use the findings of this scoping review to refine the current telehealth services system.
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Affiliation(s)
- Jee Young Joo
- Author Affiliation : Gachon University, College of Nursing, Incheon, South Korea
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Li C. Telehealth for patients with diabetes. Nursing 2022; 52:23-29. [PMID: 35866855 DOI: 10.1097/01.nurse.0000839860.42114.25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
New challenges like the COVID-19 pandemic have forced healthcare professionals to find alternative ways to manage the health of individuals living with diabetes. This article discusses the evolution of telehealth in diabetes management and cites a case study to examine the gaps and identify nursing strategies for implementation.
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Affiliation(s)
- Carrie Li
- Carrie Li is an NP at the Queens Hospital of NYC Health and Hospitals
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Cooling M, Klein CJ, Pierce L, Delinski N, Lotz A, Vozenilek JA. Access to Care: End-to-End Digital Response for Covid-19 Care Delivery. J Nurse Pract 2021; 18:232-235. [PMID: 34608377 PMCID: PMC8482474 DOI: 10.1016/j.nurpra.2021.09.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The coronavirus disease 2019 pandemic disrupted health care, requiring organizational leaders to act quickly to manage the health-related concerns of individuals and communities. The ability to offer a variety of digitally enabled telehealth services with 24/7 access to nurse practitioners and physician assistants allowed us to care for patients in their homes. It reduced the spread of the virus, protected our employees from further disease spread, and provided early interventions to those in need. The roles of nurse practitioner leaders, the enacted strategies, and patient outcomes demonstrate the impact of an innovative digital care delivery model on care across the continuum.
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Affiliation(s)
- Melinda Cooling
- Vice President, Advanced Practice, Center for Advanced Practice, OSF HealthCare, Peoria, IL USA, Chief Clinician Executive, OSF OnCall, OSF HealthCare, 800 NE Glen Oak Ave. Peoria, IL 61603, USA
| | - Colleen J Klein
- Education & Research Scientist, Center for Advanced Practice, OSF HealthCare, OSF HealthCare, 800 NE Glen Oak Ave. Peoria, IL, USA
| | - Lisa Pierce
- Director of Advanced Practice Education and Fellowships, Center for Advanced Practice, OSF HealthCare, OSF HealthCare, 800 NE Glen Oak Ave. Peoria, IL, USA
| | - Nicole Delinski
- Director of Educational Operations, Simulation Center, OSF HealthCare and Jump Trading Simulation and Education Center, Peoria, IL, USA, 1306 N Berkeley Ave., Peoria, IL 61603
| | - Abby Lotz
- Vice President Digital Care, Chief Nursing Officer, OSF OnCall, OSF OnCall, OSF HealthCare, Peoria, IL, USA, OSF HealthCare, 800 NE Glen Oak Ave. Peoria, IL, USA
| | - John A Vozenilek
- Vice President, Chief Medical Officer, OSF HealthCare, Innovation and Digital Health, Duane and Mary Cullinan Professor in Simulation Outcomes; Professor Clinical, Emergency Medicine, University of Illinois College of Medicine at Peoria, IL, Clinical Professor BioEngineering, University of Illinois College of Engineering, Urbana-Champaign, IL
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