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Mohsin SS, Salman OH, Jasim AA, Al-Nouman MA, Kairaldeen AR. A systematic review on the roles of remote diagnosis in telemedicine system: Coherent taxonomy, insights, recommendations, and open research directions for intelligent healthcare solutions. Artif Intell Med 2024; 160:103057. [PMID: 39708678 DOI: 10.1016/j.artmed.2024.103057] [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: 06/02/2024] [Revised: 09/25/2024] [Accepted: 12/09/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND The term 'remote diagnosis' in telemedicine describes the procedure wherein medical practitioners diagnose patients remotely by using telecommunications technology. With this method, patients can obtain medical care without having to physically visit a hospital, which can be helpful for people who live in distant places or have restricted mobility. When people in the past had health issues, they were usually sent to the hospital, where they received clinical examinations, diagnoses, and treatment at the facility. Thus, hospitals were overcrowded because of the increase in the number of patients or in the death of some very ill patients given that the completion of medical operations required a significant amount of time. OBJECTIVE This research aims to provide a literature review study and an in-depth analysis to (1) investigate the procedure and roles of remote diagnosis in telemedicine; (2) review the technical tools and technologies used in remote diagnosis; (3) review the diseases diagnosed remotely in telemedicine; (4) compose a crossover taxonomy among diseases, technologies, and telemedicine; (5) present lists of input variables, vital signs, data and output decisions already applied in remote diagnosis; (6) Summarize the performance assessment measures utilized to assess and validate remote diagnosis models; and (7) identify and categorize open research issues while providing recommendations for future advancements in intelligent remote diagnosis within telemedicine systems. METHODS A systematic search was conducted using online libraries for articles published from 1 January 2016 to 13 September 2023 in IEEE, PubMed, Science Direct, Springer, and Web of Science. Notably, searches were limited to articles in the English language. The papers examine remote diagnosis in telemedicine, the technologies employed for this function, and the ramifications of diagnosing patients outside hospital settings. Each selected study was synthesized to furnish proof about the implementation of remote diagnostics in telemedicine. RESULTS A new crossover taxonomy between the most important diagnosed diseases and technologies used for this purpose and their relationship with telemedicine tiers is proposed. The functions executed at each tier are elucidated. Additionally, a compilation of diagnostic technologies is provided. Additionally, open research difficulties, advantages of remote diagnosis in telemedicine, and suggestions for future research prospects that require attention are systematically organized and presented. CONCLUSIONS This study reviews the role of remote diagnosis in telemedicine, with a focus on key technologies and current approaches. This study highlights research challenges, provides recommendations for future directions, and addresses research gaps and limitations to provide a clear vision of remote diagnosis in telemedicine. This study emphasizes the advantages of existing research and opens the possibility for new directions and smart healthcare solutions.
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Affiliation(s)
- Sura Saad Mohsin
- Computer Department, Faculty of Engineering, AL Iraqia University Baghdad, Iraq
| | - Omar H Salman
- Network Department, Faculty of Engineering, AL Iraqia University Baghdad, Iraq
| | - Abdulrahman Ahmed Jasim
- Computer Department, Faculty of Engineering, AL Iraqia University Baghdad, Iraq; Dept. of Electrical and Computer Engineering, Altinbas University, Istanbul, Turkey.
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Brunner L, Siebert JN, Ehrler F, Manzano S, Marti J. Evaluating the Economic Impact of the PedAMINES App in Reducing Medication Errors in Pediatric Emergency Care: Cost-Effectiveness Analysis. J Med Internet Res 2024; 26:e52077. [PMID: 39454199 PMCID: PMC11549577 DOI: 10.2196/52077] [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: 08/22/2023] [Revised: 07/19/2024] [Accepted: 08/20/2024] [Indexed: 10/27/2024] Open
Abstract
BACKGROUND The administration of drugs in pediatric emergency care is a time-consuming process and is associated with a higher occurrence of medication errors compared with adult care. This is attributed to the intricacies of administration, which involve calculating doses based on the child's weight or age. To mitigate the occurrence of adverse drug events (ADEs), the PedAMINES (Pediatric Accurate Medication in Emergency Situations; Geneva University Hospitals) mobile app has been developed. This app offers a step-by-step guide for preparing and administering pediatric drugs during emergency interventions by automating the dose calculation process. Although previous simulation-based randomized controlled trials conducted in emergency care have demonstrated the efficacy of the PedAMINES app in reducing drug administration errors, there is a lack of evidence regarding its economic implications. OBJECTIVE This study aims to evaluate the cost-effectiveness of implementing the PedAMINES app for 4 emergency drugs: epinephrine, norepinephrine, dopamine, and midazolam. METHODS The economic evaluation was conducted by combining hospital data from 2019, previous trial outcomes, information extracted from existing literature, and PedAMINES maintenance costs. The cost per avoided medication error was calculated, along with the number of administrations needed to achieve a positive return on investment. Subsequently, Monte Carlo simulations were used to identify the key parameters contributing to result uncertainty. RESULTS The study revealed the number of preventable errors per administration for the 4 examined drugs: 0.513 for epinephrine, 0.484 for norepinephrine, 0.500 for dopamine, and 0.671 for midazolam. The cost-effectiveness ratios per ADE prevented were computed as follows: US $4808 for epinephrine, US $9705 for norepinephrine, US $6957 for dopamine, and US $2074 for midazolam. Accounting for the economic impact of ADEs, the analysis estimated that 16 administrations of epinephrine, 17 of norepinephrine and dopamine, and 13 of midazolam would be required to attain a positive return on investment. This corresponds to roughly one-third of the annual administrations at a major university hospital in Switzerland. The primary factors influencing the uncertainty in the estimated cost per ADE include the cost of maintenance of the app, the likelihood of an ADE resulting from an administration error, and the frequency of underdosing in the trial's control group. CONCLUSIONS A dedicated mobile app presents an economically viable solution to alleviate the health and economic burden of drug administration errors in in-hospital pediatric emergency care. The widespread adoption of this app is advocated to pool costs and extend the benefits on a national scale in Switzerland.
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Affiliation(s)
- Loïc Brunner
- Department of Epidemiology and Health Systems, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Johan N Siebert
- Department of Pediatric Emergency Medicine, Geneva Children's Hospital, Geneva University Hospitals, Geneva, Switzerland
- Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Frédéric Ehrler
- Department of Radiology and Medical Informatics, Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland
| | - Sergio Manzano
- Department of Pediatric Emergency Medicine, Geneva Children's Hospital, Geneva University Hospitals, Geneva, Switzerland
- Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Joachim Marti
- Department of Epidemiology and Health Systems, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
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Day J, Simmonds RL, Shaw L, Price CI, McClelland G, Ford GA, James M, White P, Stein K, Pope C. Healthcare professional views about a prehospital redirection pathway for stroke thrombectomy: a multiphase deductive qualitative study. Emerg Med J 2024; 41:429-435. [PMID: 38729751 PMCID: PMC11228204 DOI: 10.1136/emermed-2023-213350] [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: 05/09/2023] [Accepted: 04/10/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND Mechanical thrombectomy for stroke is highly effective but time-critical. Delays are common because many patients require transfer between local hospitals and regional centres. A two-stage prehospital redirection pathway consisting of a simple ambulance screen followed by regional centre assessment to select patients for direct admission could optimise access. However, implementation might be challenged by the limited number of thrombectomy providers, a lack of prehospital diagnostic tests for selecting patients and whether finite resources can accommodate longer ambulance journeys plus greater central admissions. We undertook a three-phase, multiregional, qualitative study to obtain health professional views on the acceptability and feasibility of a new pathway. METHODS Online focus groups/semistructured interviews were undertaken designed to capture important contextual influences. We purposively sampled NHS staff in four regions of England. Anonymised interview transcripts underwent deductive thematic analysis guided by the NASSS (Non-adoption, Abandonment and Challenges to Scale-up, Spread and Sustainability, Implementation) Implementation Science framework. RESULTS Twenty-eight staff participated in 4 focus groups, 2 group interviews and 18 individual interviews across 4 Ambulance Trusts, 5 Hospital Trusts and 3 Integrated Stroke Delivery Networks (ISDNs). Five deductive themes were identified: (1) (suspected) stroke as a condition, (2) the pathway change, (3) the value participants placed on the proposed pathway, (4) the possible impact on NHS organisations/adopter systems and (5) the wider healthcare context. Participants perceived suspected stroke as a complex scenario. Most viewed the proposed new thrombectomy pathway as beneficial but potentially challenging to implement. Organisational concerns included staff shortages, increased workflow and bed capacity. Participants also reported wider socioeconomic issues impacting on their services contributing to concerns around the future implementation. CONCLUSIONS Positive views from health professionals were expressed about the concept of a proposed pathway while raising key content and implementation challenges and useful 'real-world' issues for consideration.
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Affiliation(s)
- Jo Day
- NIHR Applied Research Collaboration South West Peninsula, Health and Community Sciences, University of Exeter, Exeter, Devon, UK
| | | | - Lisa Shaw
- Stroke Research Group, Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Christopher I Price
- Stroke Research Group, Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Graham McClelland
- North East Ambulance Service NHS Foundation Trust, Newcastle Upon Tyne, UK
- Northumbria University, Newcastle upon Tyne, Tyne and Wear, UK
| | - Gary A Ford
- Oxford University Hospitals NHS Foundation Trust and Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Martin James
- Royal Devon University Healthcare NHS Foundation Trust and University of Exeter, University of Exeter, Exeter, Devon, UK
| | - Phil White
- Stroke Research Group, Clinical and Translational Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Ken Stein
- NIHR Applied Research Collaboration South West Peninsula, University of Exeter, Exeter, Devon, UK
| | - Catherine Pope
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Guterud M, Hardeland C, Bugge HF, Sandset EC, Svendsen EJ, Hov MR. Experiences from a cluster-randomized trial (ParaNASPP) exploring triage and diagnostic accuracy in paramedic-suspected stroke: a qualitative interview study. Eur J Neurol 2024; 31:e16252. [PMID: 38404142 PMCID: PMC11235795 DOI: 10.1111/ene.16252] [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: 11/24/2023] [Revised: 01/17/2024] [Accepted: 02/02/2024] [Indexed: 02/27/2024]
Abstract
BACKGROUND AND PURPOSE Timely prehospital stroke recognition was explored in the Paramedic Norwegian Acute Stroke Prehospital Project (ParaNASPP) by implementation of stroke education for paramedics and use of the National Institutes of Health Stroke Scale (NIHSS) through a mobile application. The study tested triage and facilitated communication between paramedics and stroke physicians. To complement the quantitative results of the clinical trial, a qualitative approach was used to identify factors that influence triage decisions and diagnostic accuracy in prehospital stroke recognition experienced by paramedics and stroke physicians. METHOD Semi-structured qualitative individual interviews were performed following an interview guide. Informants were recruited from the enrolled paramedics and stroke physicians who participated in the ParaNASPP trial from Oslo University Hospital. Interviews were audio recorded, transcribed verbatim and approached inductively using the principles of thematic analysis. RESULTS Fourteen interviews were conducted, with seven paramedics and seven stroke physicians. Across both groups two overarching themes were identified related to triage decisions and diagnostic accuracy in prehospital stroke recognition: prehospital NIHSS reliably improves clinical assessment and communication quality; overtriage is widely accepted whilst undertriage is not. CONCLUSION Paramedics and stroke physicians described how prehospital NIHSS improved communication quality and reliably improved prehospital clinical assessment. The qualitative results support a rationale of an application algorithm to decide which NIHSS items should prompt immediate prenotification rather than a complete NIHSS as default.
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Affiliation(s)
- Mona Guterud
- Department of ResearchNorwegian Air Ambulance FoundationOsloNorway
- Division of Prehospital ServicesOslo University HospitalOsloNorway
- Institute of Clinical MedicineUniversity of OsloOsloNorway
| | - Camilla Hardeland
- Division of Prehospital ServicesOslo University HospitalOsloNorway
- Department of Nursing, Health and Laboratory ScienceØstfold University CollegeHaldenNorway
| | - Helge Fagerheim Bugge
- Department of ResearchNorwegian Air Ambulance FoundationOsloNorway
- Institute of Clinical MedicineUniversity of OsloOsloNorway
- Department of NeurologyOslo University HospitalOsloNorway
| | - Else Charlotte Sandset
- Department of ResearchNorwegian Air Ambulance FoundationOsloNorway
- Department of NeurologyOslo University HospitalOsloNorway
| | - Edel Jannecke Svendsen
- Institute of Nursing and Health PromotionOslo Metropolitan UniversityOsloNorway
- Department of ResearchSunnaas Rehabilitation HospitalOsloNorway
| | - Maren Ranhoff Hov
- Department of ResearchNorwegian Air Ambulance FoundationOsloNorway
- Department of Nursing, Health and Laboratory ScienceØstfold University CollegeHaldenNorway
- Institute of Nursing and Health PromotionOslo Metropolitan UniversityOsloNorway
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Lee M, Rafiq Sayyed D, Kim H, Sanchez JC, Sik Hong S, Choi S, Kim H, Han E, Won Kang H, Min Kim J, Joan M, Kim H, Chae H, Park JM. A comprehensive Exdia TRF-LFIA for simultaneous quantification of GFAP and NT-proBNP in distinguishing ischemic and hemorrhagic stroke. Clin Chim Acta 2024; 557:117872. [PMID: 38471630 DOI: 10.1016/j.cca.2024.117872] [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: 01/01/2024] [Revised: 02/23/2024] [Accepted: 03/09/2024] [Indexed: 03/14/2024]
Abstract
The goal of this study is to create a highly sensitive time-resolved fluorescence lateral flow immunoassay (TRF-LFIA) capable of concurrently measuring glial fibrillary acidic protein (GFAP) and the N-terminal fragment of B-type natriuretic peptide precursor (NT-proBNP). This assay is designed as a diagnostic tool and aims to provide an algorithm for stroke management, specifically for distinguishing between Ischemic stroke (IS) and Hemorrhagic stroke (HS). However, LFIA to quantify simultaneous serum NT-proBNP and GFAP are not yet available. We have developed and validated a novel TRF-LFIA for the simultaneous quantitative detection of NT-proBNP and GFAP. The sensitivity and reproducibility of the immunoassay were significantly improved by employing specific monoclonal antibodies linked to europium nanoparticles (EuNPs) that specifically target NT-proBNP and GFAP. The detection area on the nitrocellulose membrane featured sandwich-style complexes containing two test lines for NT-proBNP and GFAP, and one Control line. The fluorescence intensity of these test lines and control line was measured using an in-house developed Exdia TRF-Plus analyzer. As proof-of-concept, we enrolled patients suspected of having a stroke who were admitted within a specific time frame (6 h). A small amount of clinical specimen (serum) was used. To optimize the LFIA, an EuNPs conjugated antibodies were investigated to improve the detection sensitivity and decrease the background signal as well shorten the detection time. The Exdia TRF-LFIA cartridge offers a wide linear dynamic detection range, rapid detection, high sensitivity, and specificity. The limit of detection was determined to be 98 pg/mL for NT-proBNP and 68 pg/mL for GFAP, with minimal cross-reactivity. There were 200 clinical human serum samples that were used to evaluate this platform with high correlation. By combining the results of NT-proBNP and GFAP, we formulated an algorithm for the clinical assessment of Ischemic Stroke (IS) and Hemorrhagic Stroke (HS). According to our proposed algorithm, the combination of GFAP and NT-proBNP emerged as the most effective biomarker combination for distinguishing between IS and HS. Exdia TRF-LFIA shows great potential as a supplemental method for in vitro diagnostics in the laboratory or in other point-of-care testing (POCT) applications. Its development substantially decreases the diagnosis time for IS and HS. The proposed algorithm not only minimizes treatment delays but also lowers medical costs for patients.
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Affiliation(s)
- Minki Lee
- Precision Biosensor, 306, Techno 2-ro, Yuseong-gu, Daejeon 34036, South Korea
| | | | - Hyejeong Kim
- Department of Laboratory Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | | | - Sung Sik Hong
- Precision Biosensor, 306, Techno 2-ro, Yuseong-gu, Daejeon 34036, South Korea
| | - Sehee Choi
- Precision Biosensor, 306, Techno 2-ro, Yuseong-gu, Daejeon 34036, South Korea
| | - Hyunghoon Kim
- Precision Biosensor, 306, Techno 2-ro, Yuseong-gu, Daejeon 34036, South Korea
| | - Eunhee Han
- Department of Laboratory Medicine, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Hye Won Kang
- Precision Biosensor, 306, Techno 2-ro, Yuseong-gu, Daejeon 34036, South Korea
| | - Jeong Min Kim
- Precision Biosensor, 306, Techno 2-ro, Yuseong-gu, Daejeon 34036, South Korea
| | - Montaner Joan
- ABCDx, Avenue de Sécheron 15, 1202 Geneva, Switzerland
| | - Hanshin Kim
- Precision Biosensor, 306, Techno 2-ro, Yuseong-gu, Daejeon 34036, South Korea
| | - Hyojin Chae
- Department of Laboratory Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Jong-Myeon Park
- Precision Biosensor, 306, Techno 2-ro, Yuseong-gu, Daejeon 34036, South Korea.
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Rentschler V, Lienert F, Stich H. [The tele-emergency physician system as a tool in preclinical emergency care: A stocktaking report on the quality of care based on selected characteristics]. ZEITSCHRIFT FUR EVIDENZ, FORTBILDUNG UND QUALITAT IM GESUNDHEITSWESEN 2024; 185:64-71. [PMID: 38296738 DOI: 10.1016/j.zefq.2023.10.009] [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: 08/01/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 02/02/2024]
Abstract
INTRODUCTION Due to the increasing proportion of older people in the German population, the age group-specific burden of disease is also rising, which consequently leads to an escalating need for emergency medical care in the preclinical sector. Within the German health care system, the growing shortage of physicians and the associated deficit of emergency physicians are further aggravating factors, which can lead to relevant gaps in care. METHODS Through a systematic literature search for the period from January 1, 2000 to March 1, 2023 on prehospital telemedical emergency services (tele-EMS), selected quantitative and qualitative characteristics according to the PICOS scheme and the PRISMA statement were made available as examples; these were then used to critically categorize the quality of telemedically supported emergency care in Germany. RESULTS The 23 selected publications comprised 17 clinical trials (including five quasi-experimental, ten observational, and two mixed-methods studies), four simulation studies, and two surveys. The incidence of technical problems ranged from 3% to 20% in the trials. Overall, the majority showed benefits in terms of faster availability of emergency medical expertise on scene together with a shortening of the treatment-free interval. The studies also indicated that patient registrations at the hospital providing further treatment took place at an earlier time. Furthermore, a reduction in the number and duration of emergency medical interventions was also evident. CONCLUSION Currently, there still is a considerable need for optimization both with regard to the nationwide establishment of the tele-EMS and its design in already existing digital support systems. To be able to guarantee a customized continuity of care, a goal-oriented application and expansion of a digital infrastructure in the field of emergency medicine offers an option for guaranteeing up-to-date and qualitatively acceptable preclinical emergency care.
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Affiliation(s)
- Vanessa Rentschler
- Klinikum der LMU München, Klinische Pflegeforschung und Qualitätsmanagement, München, Deutschland
| | - Florian Lienert
- Klinikum der LMU München, Klinik für Anästhesiologie, München, Deutschland
| | - Heribert Stich
- Landratsamt Landshut, Abteilung 7 - Gesundheitsamt, Landshut, Deutschland; Institut für Medizinische Informationsverarbeitung, Biometrie und Epidemiologie (IBE), Ludwig-Maximilians-Universität München, München, Deutschland; Pettenkofer School of Public Health, Medizinische Fakultät der LMU München, München, Deutschland.
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Ikezawa N, Okamoto T, Yoshida Y, Kurihara S, Takahashi N, Nakada TA, Haneishi H. Toward an application of automatic evaluation system for central facial palsy using two simple evaluation indices in emergency medicine. Sci Rep 2024; 14:3429. [PMID: 38341480 PMCID: PMC10858878 DOI: 10.1038/s41598-024-53815-5] [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: 06/15/2023] [Accepted: 02/05/2024] [Indexed: 02/12/2024] Open
Abstract
A stroke is a medical emergency and thus requires immediate treatment. Paramedics should accurately assess suspected stroke patients and promptly transport them to a hospital with stroke care facilities; however, current assessment procedures rely on subjective visual assessment. We aim to develop an automatic evaluation system for central facial palsy (CFP) that uses RGB cameras installed in an ambulance. This paper presents two evaluation indices, namely the symmetry of mouth movement and the difference in mouth shape, respectively, extracted from video frames. These evaluation indices allow us to quantitatively evaluate the degree of facial palsy. A classification model based on these indices can discriminate patients with CFP. The results of experiments using our dataset show that the values of the two evaluation indices are significantly different between healthy subjects and CFP patients. Furthermore, our classification model achieved an area under the curve of 0.847. This study demonstrates that the proposed automatic evaluation system has great potential for quantitatively assessing CFP patients based on two evaluation indices.
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Affiliation(s)
- Naoki Ikezawa
- Graduate School of Science and Engineering, Chiba University, Chiba, Japan
| | - Takayuki Okamoto
- Center for Frontier Medical Engineering, Chiba University, Chiba, Japan.
| | - Yoichi Yoshida
- Department of Neurological Surgery, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Satoru Kurihara
- Department of Neurosurgery, Narita Red Cross Hospital, Chiba, Japan
| | - Nozomi Takahashi
- Department of Emergency and Critical Care Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Taka-Aki Nakada
- Department of Emergency and Critical Care Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Hideaki Haneishi
- Center for Frontier Medical Engineering, Chiba University, Chiba, Japan
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Scott J, Thomas L, Joy T, McCrossan P. How can quality be measured within a physician-led Community Emergency Medical service? A scoping review protocol. Syst Rev 2024; 13:3. [PMID: 38167079 PMCID: PMC10759743 DOI: 10.1186/s13643-023-02424-w] [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: 07/12/2022] [Accepted: 12/11/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Quality measurement as part of quality improvement in healthcare is integral for service delivery and development. This is particularly pertinent for health services that deliver care in ways that differ from traditional practice. Community Emergency Medicine (CEM) is a novel and evolving concept of care delivered by services in parts of the UK and Ireland. This scoping review aims to provide a broad overview of how quality may be measured within services delivering CEM. METHODS AND ANALYSIS The methodology follows both the Preferred Reporting Items for Systematic Review and Meta-Analysis extension for Scoping Reviews (PRISMA-ScR). It is guided by recognised work of Arksey and O'Malley and the guidelines developed by the Joanna Briggs Institute. Several databases will be searched: MEDLINE, EMbase, EMcare, CINAHL, Scopus, the Cochrane Library and grey literature. Search terms have been developed by representatives within Community Emergency Medicine services. Two reviewers will independently screen eligible studies for final study selection. Results will be collected and analysed in descriptive and tabular form to illustrate the breadth of quality indicators that may be applicable to CEM services. This scoping review protocol has been registered with the Open Science Framework platform (osf.io/e7qxg). DISCUSSION This is the first stage of a larger research study aimed at developing national quality indicators for CEM. The purpose of this scoping review is to provide a comprehensive review of quality indicators that could be used within CEM. The results will be mapped using a framework and identify gaps in the literature to help guide future-focused research.
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Affiliation(s)
- Jamie Scott
- Physician Response Unit, Barts Health NHS Trust, London, UK.
| | - Libby Thomas
- Kings College Hospital NHS Foundation Trust, London, England
| | - Tony Joy
- Physician Response Unit, Barts Health NHS Trust, London, UK
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Dixon M, Appleton JP, Siriwardena AN, Williams J, Bath PM. A systematic review of ambulance service-based randomised controlled trials in stroke. Neurol Sci 2023; 44:4363-4378. [PMID: 37405524 PMCID: PMC10641071 DOI: 10.1007/s10072-023-06910-w] [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: 01/02/2023] [Accepted: 06/12/2023] [Indexed: 07/06/2023]
Abstract
BACKGROUND Treatment for stroke is time-dependent, and ambulance services play a vital role in the early recognition, assessment and transportation of stroke patients. Innovations which begin in ambulance services to expedite delivery of treatments for stroke are developing. However, research delivery in ambulance services is novel, developing and not fully understood. AIMS To synthesise literature encompassing ambulance service-based randomised controlled interventions for acute stroke with consideration to the characteristics of the type of intervention, consent modality, time intervals and issues unique to research delivery in ambulance services. Online searches of MEDLINE, EMBASE, Web of Science, CENTRAL and WHO IRCTP databases and hand searches identified 15 eligible studies from 538. Articles were heterogeneous in nature and meta-analysis was partially available as 13 studies reported key time intervals, but terminology varied. Randomised interventions were evident across all points of contact with ambulance services: identification of stroke during the call for help, higher dispatch priority assigned to stroke, on-scene assessment and clinical interventions, direct referral to comprehensive stroke centres and definitive care delivery at scene. Consent methods ranged between informed patient, waiver and proxy modalities with country-specific variation. Challenges unique to the prehospital setting comprise the geographical distribution of ambulance resources, low recruitment rates, prolonged recruitment phases, management of investigational medicinal product and incomplete datasets. CONCLUSION Research opportunities exist across all points of contact between stroke patients and ambulance services, but randomisation and consent remain novel. Early collaboration and engagement between trialists and ambulance services will alleviate some of the complexities reported. REGISTRATION NUMBER PROSPERO 2018CRD42018075803.
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Affiliation(s)
- Mark Dixon
- Stroke Trials Unit, Mental Health & Clinical Neuroscience, University of Nottingham, Queens Medical Centre Campus, Nottingham, NG7 2UH, UK
- East Midlands Ambulance Service NHS Trust, Nottingham, UK
| | - Jason P Appleton
- Stroke Trials Unit, Mental Health & Clinical Neuroscience, University of Nottingham, Queens Medical Centre Campus, Nottingham, NG7 2UH, UK
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | | | - Julia Williams
- Department of Paramedic Science, School of Health and Social Work, University of Hertfordshire, Hatfield, UK
| | - Philip M Bath
- Stroke Trials Unit, Mental Health & Clinical Neuroscience, University of Nottingham, Queens Medical Centre Campus, Nottingham, NG7 2UH, UK.
- Stroke, Nottingham University Hospitals NHS Trust, Nottingham, UK.
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Sarpourian F, Ahmadi Marzaleh M, Fatemi Aghda SA, Zare Z. Application of Telemedicine in the Ambulance for Stroke Patients: A Systematic Review. Prehosp Disaster Med 2023; 38:774-779. [PMID: 37877359 DOI: 10.1017/s1049023x23006519] [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: 10/26/2023]
Abstract
INTRODUCTION The use of telemedicine for the prehospital management of emergency conditions, especially stroke, is increasing day by day. Few studies have investigated the applications of telemedicine in Emergency Medical Services (EMS). A comprehensive study of the applications of this technology in stroke patients in ambulances can help to build a better understanding. Therefore, this systematic review was conducted to investigate the use of telemedicine in ambulances for stroke patients in 2023. METHODS A systematic search was conducted in PubMed, Cochrane, Scopus, ProQuest, Science Direct, and Web of Science from 2013 through March 1, 2023. The authors selected the articles based on keywords and criteria and reviewed them in terms of title, abstract, and full text. Finally, the articles that were related to the study aim were evaluated. RESULTS The initial search resulted in the extraction of 2,795 articles. After review of the articles, and applying the inclusion and exclusion criteria, seven articles were selected for the final analysis. Three (42.85%) studies were on the feasibility and intervention types. Also, randomized trials, feasibility, feasibility and prospective-observational, and feasibility and retrospective-interventional studies were each one (14.28%). Six (85.71%) of the studies were conducted in the United States. The National Institutes of Health Stroke Scale (NIHSS) and RP-Xpress were the most commonly used tools for neurological evaluations and teleconsultations. CONCLUSION Remote prehospital consultations, triage, and sending patient data before they go to the emergency department can be provided through telemedicine in ambulances. Neurological evaluations via telemedicine are reliable and accurate, and they are almost equal to in-person evaluations by a neurologist.
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Affiliation(s)
- Fatemeh Sarpourian
- PhD Candidate of Health Information Management, Student Research Committee, Department of Health Information Technology, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Milad Ahmadi Marzaleh
- Department of Health in Disasters and Emergencies, Health Human Resources Research Center, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Seyed Ali Fatemi Aghda
- PhD Candidate of Medical Informatics, Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Zahra Zare
- PhD Candidate in Health Care Management, Department of Health Care Management, School of Health Management and Information Sciences, Shiraz University of Medical Science, Shiraz, Iran
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11
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Han X, Qin Y, Mei C, Jiao F, Khademolqorani S, Nooshin Banitaba S. Current trends and future perspectives of stroke management through integrating health care team and nanodrug delivery strategy. Front Cell Neurosci 2023; 17:1266660. [PMID: 38034591 PMCID: PMC10685387 DOI: 10.3389/fncel.2023.1266660] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 09/25/2023] [Indexed: 12/02/2023] Open
Abstract
Stroke is accounted as the second-most mortality and adult disability factor in worldwide, while causes the bleeding promptly and lifetime consequences. The employed functional recovery after stroke is highly variable, allowing to deliver proper interventions to the right stroke patient at a specific time. Accordingly, the multidisciplinary nursing team, and the administrated drugs are major key-building-blocks to enhance stroke treatment efficiency. Regarding the healthcare team, adequate continuum of care have been declared as an integral part of the treatment process from the pre-hospital, in-hospital, to acute post-discharge phases. As a curative perspective, drugs administration is also vital in surviving at the early step and reducing the probability of disabilities in later. In this regard, nanotechnology-based medicinal strategy is exorbitantly burgeoning. In this review, we have highlighted the effectiveness of current clinical care considered by nursing teams to treat stroke. Also, the advancement of drugs through synthesis of miniaturized nanodrug formations relating stroke treatment is remarked. Finally, the remained challenges toward standardizing the healthcare team and minimizing the nanodrugs downsides are discussed. The findings ensure that future works on normalizing the healthcare nursing teams integrated with artificial intelligence technology, as well as advancing the operative nanodrugs can provide value-based stroke cares.
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Affiliation(s)
- Xuelu Han
- Nursing Clinic, Affiliated Hospital of Jilin Medical University, Jilin, China
| | - Yingxin Qin
- Department of Nursing, Affiliated Hospital of Jilin Medical University, Jilin, China
| | - Chunli Mei
- Nursing College, Beihua University, Jilin, China
| | - Feitong Jiao
- Nursing Training Center, School of Nursing, Jilin Medical University, Jilin, China
| | - Sanaz Khademolqorani
- Department of Textile Engineering, Isfahan University of Technology, Isfahan, Iran
- Emerald Experts Laboratory, Isfahan Science and Technology Town, Isfahan, Iran
| | - Seyedeh Nooshin Banitaba
- Emerald Experts Laboratory, Isfahan Science and Technology Town, Isfahan, Iran
- Department of Textile Engineering, Amirkabir University of Technology, Tehran, Iran
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12
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Thilemann S, Traenka CK, Schaub F, Nussbaum L, Bonati L, Peters N, Fladt J, Nickel C, Hunziker P, Luethy M, Schädelin S, Ernst A, Engelter S, De Marchis GM, Lyrer P. Real-time video analysis allows the identification of large vessel occlusion in patients with suspected stroke: feasibility trial of a "telestroke" pathway in Northwestern Switzerland. Front Neurol 2023; 14:1232401. [PMID: 37941577 PMCID: PMC10627858 DOI: 10.3389/fneur.2023.1232401] [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: 05/31/2023] [Accepted: 09/12/2023] [Indexed: 11/10/2023] Open
Abstract
Background and aim Loss of time is a major obstacle to efficient stroke treatment. Our telestroke path intends to optimize prehospital triage using a video link connecting ambulance personnel and a stroke physician. The objectives were as follows: (1) To identify patients suffering a stroke and (2) in particular large vessel occlusion (LVO) strokes as candidates for endovascular treatment. We have chosen the Rapid Arterial Occlusion Evaluation (RACE) scale for this purpose. Methods This analysis aimed to verify the feasibility of prehospital stroke identification by video assessment. In this prospective telestroke cohort study, we included 97 subjects, in which the RACE score (items: facial palsy, arm and leg motor function, head and gaze deviation, and aphasia or agnosia) was applied, and the assessment videotaped by a trained member of the Emergency Medical Services (EMS) in the field using a mobile device. Each recorded patient video was independently assessed by three experienced stroke physicians from a certified stroke center and compared to the neuroimaging gold standard. Within this feasibility study, the stroke code was not altered by the outcome of the RACE assessment, and all patients underwent the standard procedures within the emergency unit. Results We analyzed 97 patients (median age 78 years, 53% women), of whom 51 (52.6%) suffered an acute stroke, 12 (23.5%) of which were due to an LVO and 46 patients had symptoms mimicking a stroke. The sensitivity of stroke identification was 77.8%, and specificity was 53.6%. In regard to the identification of an LVO, sensitivity was 69.4% and specificity was 84.3%. The inter-rater agreement in the RACE-score assessment was ICC = 0.82 (intraclass-correlation coefficient). Conclusion These results confirm our hypothesis that the local telestroke concept is feasible. It allows correct (i) stroke and (ii) LVO identification in the majority of the cases and thus has the potential to assist in efficient prehospital triage.
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Affiliation(s)
- Sebastian Thilemann
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Christoph Kenan Traenka
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
- Neurology and Neurorehabilitation, University Department of Geriatric Medicine FELIX PLATTER, University of Basel, Basel, Switzerland
| | - Fabian Schaub
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Lukas Nussbaum
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Leo Bonati
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Nils Peters
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Joachim Fladt
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Christian Nickel
- Department of Emergency, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Patrick Hunziker
- Medical Intensive Care Units, University Hospital Basel, Basel, Switzerland
| | - Marc Luethy
- Anaesthesiology, University Hospital Basel, Switzerland and Emergency Medical Service (EMS) Basel, Basel, Switzerland
| | - Sabine Schädelin
- Clinical Trial Unit, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Axel Ernst
- ICT Service and Support, University Hospital Basel, Basel, Switzerland
| | - Stefan Engelter
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
- Neurology and Neurorehabilitation, University Department of Geriatric Medicine FELIX PLATTER, University of Basel, Basel, Switzerland
| | - Gian Marco De Marchis
- Department of Neurology and Stroke Center, University Hospital St Gallen, St. Gallen, Switzerland
| | - Philippe Lyrer
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
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13
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Geisler F, Haacke L, Lorenz M, Schwabauer E, Wendt M, Bernhardt L, Dashti E, Freitag E, Kunz A, Hofmann-Shen C, Zuber M, Waldschmidt C, Kandil FI, Kappert K, Dang-Heine C, Lorenz-Meyer I, Audebert HJ, Weber JE. Prospective collection of blood plasma samples to identify potential biomarkers for the prehospital stroke diagnosis (ProGrEss-Bio): study protocol for a multicenter prospective observational study. Front Neurol 2023; 14:1201130. [PMID: 37483444 PMCID: PMC10359480 DOI: 10.3389/fneur.2023.1201130] [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: 04/06/2023] [Accepted: 06/09/2023] [Indexed: 07/25/2023] Open
Abstract
Introduction Intravenous thrombolysis (IVT) and mechanical thrombectomy (MT) are well-established, evidence-based, time-critical therapies that reduce morbidity and mortality in acute ischemic stroke (AIS) patients. The exclusion of intracerebral hemorrhage (ICH) is mandatory and has been performed by cerebral imaging to date. Mobile stroke units (MSUs) have been shown to improve functional outcomes by bringing cerebral imaging and IVT directly to the patient, but they have limited coverage. Blood biomarkers clearly distinguishing between AIS, ICH, and stroke mimics (SM) could provide an alternative to cerebral imaging if concentration changes are detectable in the hyperacute phase after stroke with high diagnostic accuracy. In this study, we will take blood samples in a prehospital setting to evaluate potential biomarkers. The study was registered in the German Clinical Trials Register (https://drks.de/search/de) with the identifier DRKS00023063. Methods and analysis We plan a prospective, observational study involving 300 patients with suspected stroke and symptom onset of ≤4.5 h before the collection of biomarkers. Study participants will be recruited from three sites in Berlin, Germany during MSU deployments. The focus of the study is the collection of blood samples from participants at the prehospital scene and from participants with AIS or ICH at a second-time point. All samples will be analyzed using targeted and untargeted analytical approaches. Study-related information about participants, including medical information and discharge diagnoses from the subsequent treating hospital, will be collected and documented in an electronic case report form (eCRF). Discussion This study will evaluate whether a single blood biomarker or a combination of biomarkers can distinguish patients with AIS and ICH from patients with stroke and SM in the early phase after symptom onset in the prehospital setting. In addition, the kinetics of blood biomarkers in AIS and ICH patients will be investigated. Our goal is to evaluate new ways to reliably diagnose stroke in the prehospital setting and thus accelerate the application of evidence-based therapies to stroke patients.
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Affiliation(s)
- Frederik Geisler
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Lisa Haacke
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Maren Lorenz
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Eugen Schwabauer
- Department of Neurology, Vivantes Klinikum Neukölln, Berlin, Germany
| | - Matthias Wendt
- Department of Neurology, Unfallkrankenhaus Berlin, Berlin, Germany
| | - Lydia Bernhardt
- Department of Neurology, Klinikum Ernst von Bergmann, Potsdam, Germany
| | - Eman Dashti
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Erik Freitag
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Alexander Kunz
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Christina Hofmann-Shen
- Kliniken Beelitz, Teaching Hospital of Brandenburg Medical School Theodor Fontane, Beelitz-Heilstätten, Germany
| | - Martina Zuber
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | | | - Farid I. Kandil
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Nephrology and Medical Intensive Care, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Institute of Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Kai Kappert
- Institute of Diagnostic Laboratory Medicine, Clinical Chemistry and Pathobiochemistry, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Chantip Dang-Heine
- Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Irina Lorenz-Meyer
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Heinrich J. Audebert
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Center for Stroke Research Berlin, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Joachim E. Weber
- Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
- Center for Stroke Research Berlin, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
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14
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Kim K, Oh B. Prehospital triage in emergency medical services system: A scoping review. Int Emerg Nurs 2023; 69:101293. [PMID: 37150145 DOI: 10.1016/j.ienj.2023.101293] [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: 07/07/2022] [Revised: 03/10/2023] [Accepted: 03/26/2023] [Indexed: 05/09/2023]
Abstract
BACKGROUND During the prehospital phase, paramedics consider patients' condition according to illness, injury, disease and decide on transport to an appropriate hospital according to severity. This can affect patient survival and treatment prognosis, because despite intervention at this early stage, problems such as incorrect triage of severity and inappropriate hospital selection may occur, indicating a need for improvement in the process. PURPOSE The aim of this review is to identify the overall trend of research conducted on prehospital triage by analyzing the emergency medical services system and presenting future studies to practitioners and researchers. METHODS A scoping review was conducted of existing literature on research trends in relation to prehospital triage. The studies reviewed were identified using electronic databases such as PubMed, CINAHL, Cochrane Library, Web of Science, and Scopus. RESULTS Ninety-eight documents were finally selected and analyzed that focused on prehospital triage status, process accuracy, tools, guidelines, and protocols. CONCLUSION Research is proposed that focuses on various non-traumatic patient types, prehospital triage education, and development of training programs to reduce errors in the emergency patient handover process between prehospital and hospital health professionals and to improve patient health and quality of life.
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Affiliation(s)
- Kisook Kim
- Department of Nursing, Chung-Ang University, 84 Heukseok-Ro, Dongjack-Gu, Seoul, Republic of Korea.
| | - Booyoung Oh
- Department of Nursing, Chung-Ang University, 84 Heukseok-Ro, Dongjack-Gu, Seoul, Republic of Korea.
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15
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Jalo H, Seth M, Pikkarainen M, Häggström I, Jood K, Bakidou A, Sjöqvist BA, Candefjord S. Early identification and characterisation of stroke to support prehospital decision-making using artificial intelligence: a scoping review protocol. BMJ Open 2023; 13:e069660. [PMID: 37217266 PMCID: PMC10230929 DOI: 10.1136/bmjopen-2022-069660] [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: 10/28/2022] [Accepted: 05/09/2023] [Indexed: 05/24/2023] Open
Abstract
INTRODUCTION Stroke is a time-critical condition and one of the leading causes of mortality and disability worldwide. To decrease mortality and improve patient outcome by improving access to optimal treatment, there is an emerging need to improve the accuracy of the methods used to identify and characterise stroke in prehospital settings and emergency departments (EDs). This might be accomplished by developing computerised decision support systems (CDSSs) that are based on artificial intelligence (AI) and potential new data sources such as vital signs, biomarkers and image and video analysis. This scoping review aims to summarise literature on existing methods for early characterisation of stroke by using AI. METHODS AND ANALYSIS The review will be performed with respect to the Arksey and O'Malley's model. Peer-reviewed articles about AI-based CDSSs for the characterisation of stroke or new potential data sources for stroke CDSSs, published between January 1995 and April 2023 and written in English, will be included. Studies reporting methods that depend on mobile CT scanning or with no focus on prehospital or ED care will be excluded. Screening will be done in two steps: title and abstract screening followed by full-text screening. Two reviewers will perform the screening process independently, and a third reviewer will be involved in case of disagreement. Final decision will be made based on majority vote. Results will be reported using a descriptive summary and thematic analysis. ETHICS AND DISSEMINATION The methodology used in the protocol is based on information publicly available and does not need ethical approval. The results from the review will be submitted for publication in a peer-reviewed journal. The findings will be shared at relevant national and international conferences and meetings in the field of digital health and neurology.
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Affiliation(s)
- Hoor Jalo
- Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Mattias Seth
- Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Minna Pikkarainen
- Department of Occupational Therapy, Prosthetics and Orthotics, Oslo Metropolitan University, Oslo, Norway
| | - Ida Häggström
- Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Katarina Jood
- Institute of Neuroscience and Physiology, Department of Clinical Neuroscience, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Anna Bakidou
- Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
- PreHospen - Centre for Prehospital Research, University of Borås, Borås, Sweden
| | - Bengt Arne Sjöqvist
- Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Stefan Candefjord
- Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
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16
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Almubayyidh M, Alghamdi I, Parry-Jones AR, Jenkins D. Clinical features and novel technologies for prehospital detection of intracerebral haemorrhage: a scoping review protocol. BMJ Open 2023; 13:e070228. [PMID: 37137559 PMCID: PMC10163533 DOI: 10.1136/bmjopen-2022-070228] [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: 11/17/2022] [Accepted: 03/29/2023] [Indexed: 05/05/2023] Open
Abstract
INTRODUCTION The detection of intracerebral haemorrhage (ICH) in the prehospital setting without conventional imaging technology might allow early treatment to reduce haematoma expansion and improve patient outcomes. Although ICH and ischaemic stroke share many clinical features, some may help in distinguishing ICH from other suspected stroke patients. In combination with clinical features, novel technologies may improve diagnosis further. This scoping review aims to first identify the early, distinguishing clinical features of ICH and then identify novel portable technologies that may enhance differentiation of ICH from other suspected strokes. Where appropriate and feasible, meta-analyses will be performed. METHODS The scoping review will follow the recommendations of the Joanna Briggs Institute Methodology for Scoping Reviews as well as the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews checklist. A systematic search will be conducted using MEDLINE (Ovid), EMBASE (Ovid) and CENTRAL (Ovid). EndNote reference management software will be used to remove duplicate entries. Two independent reviewers will screen titles, abstracts and full-text reports according to prespecified eligibility criteria using the Rayyan Qatar Computing Research Institute software. One reviewer will screen all titles, abstracts and full-text reports of potentially eligible studies, while the other reviewer will independently screen at least 20% of all titles, abstracts and full-text reports. Conflicts will be resolved through discussion or by consulting a third reviewer. Results will be tabulated in accordance with the scoping review's objectives along with a narrative discussion. ETHICS AND DISSEMINATION Ethical approval is not required for this review, as it will only include published literature. The results will be published in an open-access, peer-reviewed journal, presented at scientific conferences and form part of a PhD thesis. We expect the findings to contribute to future research into the early detection of ICH in suspected stroke patients.
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Affiliation(s)
- Mohammed Almubayyidh
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, UK
- Department of Aviation and Marine, Prince Sultan Bin Abdulaziz College for Emergency Medical Services, King Saud University, Riyadh, Saudi Arabia
| | - Ibrahim Alghamdi
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, UK
- Department of Emergency Medical Services, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University, Abha, Saudi Arabia
| | - Adrian Robert Parry-Jones
- Division of Cardiovascular Sciences, The University of Manchester, Manchester, UK
- Manchester Centre for Clinical Neurosciences, Northern Care Alliance NHS Foundation Trust, Salford, UK
| | - David Jenkins
- Division of Informatics, Imaging and Data Science, The University of Manchester, Manchester, UK
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Brunetti ND, Curcio A, Nodari S, Parati G, Carugo S, Molinari M, Acquistapace F, Gensini G, Molinari G. The Italian Society of Cardiology and Working Group on Telecardiology and Informatics 2023 updated position paper on telemedicine and artificial intelligence in cardiovascular disease. J Cardiovasc Med (Hagerstown) 2023; 24:e168-e177. [PMID: 37186567 DOI: 10.2459/jcm.0000000000001447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
In 2015, the Italian Society of Cardiology and its Working Group on Telemedicine and Informatics issued a position paper on Telecardiology, resuming the most eminent evidence supporting the use of information and communication technology in principal areas of cardiovascular care, ranked by level of evidence. More than 5 years later and after the global shock inflicted by the SARS-CoV-2 pandemic, an update on the topic is warranted. Recent evidence and studies on principal areas of cardiovascular disease will be therefore reported and discussed, with particular focus on telemedicine for cardiovascular care in the COVID-19 context. Novel perspectives and opportunities disclosed by artificial intelligence and its applications in cardiovascular disease will also be discussed. Finally, modalities by which machine learning have realized remote patient monitoring and long-term care in recent years, mainly filtering critical clinical data requiring selective hospital admission, will be provided.
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Affiliation(s)
- Natale D Brunetti
- Division of Cardiology, Department of Medical & Surgical Sciences, University of Foggia, Foggia
| | - Antonio Curcio
- Division of Cardiology, Department of Medical and Surgical Sciences, University 'Magna Graecia' of Catanzaro, Catanzaro
| | - Savina Nodari
- Dept. of Medical and Surgical Specialities, Radiological Sciences and Public Health-University of Brescia Medical School
- University of Brescia Medical School, Brescia
| | | | - Stefano Carugo
- Department of Clinical Sciences and Community Health
- Cardiology Unit, Dept. of Internal Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore, University of Milan, Milan
| | - Martina Molinari
- Department of Cardiology, Ospedale 'P.A. Micone', ASL 3 Genovese, Genoa, Italy
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Odland IC, Chennareddy S, Kalagara R, Vasan V, Schuldt BR, Downes M, Ali M, Mokin M, Kellner CP. Prehospital Stroke Detection Devices: A Bibliometric Analysis of Current Trends. World Neurosurg 2022; 167:e1360-e1375. [PMID: 36113713 DOI: 10.1016/j.wneu.2022.09.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 09/07/2022] [Accepted: 09/08/2022] [Indexed: 01/01/2023]
Abstract
BACKGROUND Stroke represents the second highest disease burden worldwide. It is well documented that rapid stroke identification and treatment are associated with improved outcomes. In particular, prehospital stroke detection (PSD) devices have emerged as possible tools to facilitate more rapid and accurate stroke triage. Bibliometric analyses offer a powerful tool to characterize the entire field from an interdisciplinary perspective. This bibliometric analysis aims to analyze current themes and identify future trends within the PSD space. METHODS The Web of Science collection database was surveyed for PSD literature. Search terms focused on stroke diagnostic techniques, clinical indicators for ischemia/hemorrhage, and prehospital timing. Subsequently, VOSviewer was used for visual mapping analyses. RESULTS A total of 237 documents were identified between 1995 and 2021 from 1190 different authors. Publication volume has increased greatly in recent years. Publications were spread across 156 journals with the largest journal, Stroke, contributing just 7 studies over 26 years. Keywords analysis showed that stroke, near-infrared spectroscopy, and electroencephalography were the most common keywords. CONCLUSIONS Novel PSD devices are promising tools for the early detection and characterization of stroke. This study identifies recent increased attention to PSD technology, a trend that will likely continue in the coming years. Devices using near-infrared spectroscopy, ultrasonography, microwave, and electroencephalography represent the central areas of future PSD research. The multidisciplinary, and therefore fractured, nature of the PSD space requires those interested in the field to maintain active search habits across multiple journals to remain up to date on PSD innovations.
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Affiliation(s)
- Ian C Odland
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA; Mount Sinai BioDesign, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA.
| | - Susmita Chennareddy
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA
| | - Roshini Kalagara
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA
| | - Vikram Vasan
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA
| | - Braxton R Schuldt
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA
| | - Margaret Downes
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA
| | - Muhammad Ali
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA
| | - Maxim Mokin
- University of South Florida, Department of Neurosurgery, Tampa, Florida, USA
| | - Christopher P Kellner
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, USA
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McClelland G, Hepburn S, Finch T, Price CI. How do interventions to improve the efficiency of acute stroke care affect prehospital times? A systematic review and narrative synthesis. BMC Emerg Med 2022; 22:153. [PMID: 36057767 PMCID: PMC9440533 DOI: 10.1186/s12873-022-00713-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 08/26/2022] [Indexed: 12/05/2022] Open
Abstract
Background Emergency medical services (EMS) are the first point of contact for most acute stroke patients. EMS call to hospital times have increased in recent years for stroke patients in the UK which is undesirable due to the relationship between time and effectiveness of reperfusion treatment. This review aimed to identify and describe interventions devised to improve the efficiency of acute stroke care which reported an impact on ground-based EMS call to hospital times. Methods A systematic review of published literature identified from five databases (Medline, EMBASE, CINAHL, the Cochrane library and the Database of Research in Stroke (DORIS)) from January 2000 to December 2020 with narrative synthesis was conducted. Inclusion criteria were primary studies of ground-based EMS, focused on stroke and aiming to improve EMS times. Papers published before 2000, focussing on mobile stroke units or in languages other than English were excluded. Two reviewers independently screened prospective titles. Cochrane ROB2 and ROBINS-I tools were used to assess for risk of bias. This review was funded by a Stroke Association fellowship. Results From 3767 initial records, 11 studies were included in the review. Included studies were categorised into three groups: studies targeting EMS dispatch and EMS clinicians (n = 4); studies targeting EMS clinicians only (n = 4); and studies targeting whole system change (n = 3). Suspected stroke patients were the primary population studied and most (n = 10) interventions involved clinician education. Only one study (9%) reported a significant decrease in call to hospital time in one subgroup whereas two studies (18%) reported a significant increase in call to hospital time and all other studies (73%) reported no significant change. Conclusions Based on the included studies, interventions intended to improve the efficiency of the acute stroke pathway rarely improved EMS call to hospital times. Included studies were heterogenous and rarely focussed on the review topic which limits the usability of the findings. Further research is needed to explore the trade-off between changes to EMS stroke care and call to hospital times and subsequent impacts on in-hospital care and patient outcomes. Supplementary Information The online version contains supplementary material available at 10.1186/s12873-022-00713-6.
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Affiliation(s)
- Graham McClelland
- Stroke Research Group, Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, NE2 4HH, England. .,North East Ambulance Service NHS Foundation Trust, Bernicia House, Goldcrest Way, Newburn Riverside, Newcastle upon Tyne, NE15 8NY, England.
| | - Sarah Hepburn
- North East Ambulance Service NHS Foundation Trust, Bernicia House, Goldcrest Way, Newburn Riverside, Newcastle upon Tyne, NE15 8NY, England
| | - Tracy Finch
- Department of Nursing, Midwifery & Health, Northumbria University, Room B126 Coach Lane Campus West, Newcastle upon Tyne, NE7 7XA, England
| | - Christopher I Price
- Stroke Research Group, Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, NE2 4HH, England
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20
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Kjelle E, Myklebust AM. Implementation of a telemedicine, stroke evaluation service; a qualitative study. BMC Health Serv Res 2022; 22:1036. [PMID: 35964091 PMCID: PMC9375088 DOI: 10.1186/s12913-022-08428-x] [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: 03/24/2022] [Accepted: 08/02/2022] [Indexed: 11/20/2022] Open
Abstract
Background Acute ischemic stroke requires early medical imaging with a computed tomography (CT) scan and immediate thrombolysis treatment. In rural areas, the long distance to the nearest hospital reduce the patients’ probability of receiving medical assistance within the 4.5-h period. The aim of this study was to assess how the service was set-up, and how managers and personnel experience the organisation and value of a rural telemedicine, remote controlled CT stroke service. Methods Ten semi-structured individual interviews and one semi-structured focus group interview were conducted. The sample included 15 participants involved in the telemedicine service in Hallingdal, Norway. The interview guide consisted of questions on the service, experience of working with the service, value and quality, management, and challenges. Interviews were recorded and transcribed verbatim. Thematic content analysis was used to develop a narrative of the findings. Results Findings were categorised into three main categories; value of the service, organisation of the project, and from project to permanent service. Participants perceived the service to be valuable for patients and the local community. The service included task shifting from radiographers and junior doctors to the local paramedics. To enable long- term operation of the service the participants suggested management, coordination, and continuous training as important factors. Conclusions The service was perceived as valuable to the local community, providing a sense of healthcare security and equitability. Management’s involvement, flexibility, and coordination appears to be a key factor for successful implementation and long-term sustainability of the service.
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Affiliation(s)
- Elin Kjelle
- Department of Optometry, Radiography and Lighting Design, Faculty of Health and Social Sciences, University of South-Eastern Norway, Post office box 235, 3603, Kongsberg, Norway.
| | - Aud Mette Myklebust
- Department of Optometry, Radiography and Lighting Design, Faculty of Health and Social Sciences, University of South-Eastern Norway, Post office box 235, 3603, Kongsberg, Norway
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21
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Chennareddy S, Kalagara R, Smith C, Matsoukas S, Bhimani A, Liang J, Shapiro S, De Leacy R, Mokin M, Fifi JT, Mocco J, Kellner CP. Portable stroke detection devices: a systematic scoping review of prehospital applications. BMC Emerg Med 2022; 22:111. [PMID: 35710360 PMCID: PMC9204948 DOI: 10.1186/s12873-022-00663-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 05/13/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The worldwide burden of stroke remains high, with increasing time-to-treatment correlated with worse outcomes. Yet stroke subtype determination, most importantly between stroke/non-stroke and ischemic/hemorrhagic stroke, is not confirmed until hospital CT diagnosis, resulting in suboptimal prehospital triage and delayed treatment. In this study, we survey portable, non-invasive diagnostic technologies that could streamline triage by making this initial determination of stroke type, thereby reducing time-to-treatment. METHODS Following PRISMA guidelines, we performed a scoping review of portable stroke diagnostic devices. The search was executed in PubMed and Scopus, and all studies testing technology for the detection of stroke or intracranial hemorrhage were eligible for inclusion. Extracted data included type of technology, location, feasibility, time to results, and diagnostic accuracy. RESULTS After a screening of 296 studies, 16 papers were selected for inclusion. Studied devices utilized various types of diagnostic technology, including near-infrared spectroscopy (6), ultrasound (4), electroencephalography (4), microwave technology (1), and volumetric impedance spectroscopy (1). Three devices were tested prior to hospital arrival, 6 were tested in the emergency department, and 7 were tested in unspecified hospital settings. Median measurement time was 3 minutes (IQR: 3 minutes to 5.6 minutes). Several technologies showed high diagnostic accuracy in severe stroke and intracranial hematoma detection. CONCLUSION Numerous emerging portable technologies have been reported to detect and stratify stroke to potentially improve prehospital triage. However, the majority of these current technologies are still in development and utilize a variety of accuracy metrics, making inter-technology comparisons difficult. Standardizing evaluation of diagnostic accuracy may be helpful in further optimizing portable stroke detection technology for clinical use.
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Affiliation(s)
- Susmita Chennareddy
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA.
| | - Roshini Kalagara
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - Colton Smith
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - Stavros Matsoukas
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - Abhiraj Bhimani
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - John Liang
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - Steven Shapiro
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - Reade De Leacy
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - Maxim Mokin
- Department of Neurosurgery and Brain Repair, University of South Florida, Tampa, FL, USA
| | - Johanna T Fifi
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - J Mocco
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
| | - Christopher P Kellner
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Annenberg Building, 8th Floor, New York, NY, 10029, USA
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Sutcliffe L, Lumley H, Shaw L, Francis R, Price CI. Surface electroencephalography (EEG) during the acute phase of stroke to assist with diagnosis and prediction of prognosis: a scoping review. BMC Emerg Med 2022; 22:29. [PMID: 35227206 PMCID: PMC8883639 DOI: 10.1186/s12873-022-00585-w] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 02/04/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Stroke is a common medical emergency responsible for significant mortality and disability. Early identification improves outcomes by promoting access to time-critical treatments such as thrombectomy for large vessel occlusion (LVO), whilst accurate prognosis could inform many acute management decisions. Surface electroencephalography (EEG) shows promise for stroke identification and outcome prediction, but evaluations have varied in technology, setting, population and purpose. This scoping review aimed to summarise published literature addressing the following questions: 1. Can EEG during acute clinical assessment identify: a) Stroke versus non-stroke mimic conditions. b) Ischaemic versus haemorrhagic stroke. c) Ischaemic stroke due to LVO. 2. Can these states be identified if EEG is applied < 6 h since onset. 3. Does EEG during acute assessment predict clinical recovery following confirmed stroke. METHODS We performed a systematic search of five bibliographic databases ending 19/10/2020. Two reviewers assessed eligibility of articles describing diagnostic and/or prognostic EEG application < 72 h since suspected or confirmed stroke. RESULTS From 5892 abstracts, 210 full text articles were screened and 39 retained. Studies were small and heterogeneous. Amongst 21 reports of diagnostic data, consistent associations were reported between stroke, greater delta power, reduced alpha/beta power, corresponding ratios and greater brain asymmetry. When reported, the area under the curve (AUC) was at least good (0.81-1.00). Only one study combined clinical and EEG data (AUC 0.88). There was little data found describing whether EEG could identify ischaemic versus haemorrhagic stroke. Radiological changes suggestive of LVO were also associated with increased slow and decreased fast waves. The only study with angiographic proof of LVO reported AUC 0.86 for detection < 24 h since onset. Amongst 26 reports of prognostic data, increased slow and reduced fast wave EEG changes were associated with future dependency, neurological impairment, mortality and poor cognition, but there was little evidence that EEG enhanced outcome prediction relative to clinical and/or radiological variables. Only one study focussed solely on patients < 6 h since onset for predicting neurological prognosis post-thrombolysis, with more favourable outcomes associated with greater hemispheric symmetry and a greater ratio of fast to slow waves. CONCLUSIONS Although studies report important associations with EEG biomarkers, further technological development and adequately powered real-world studies are required before recommendations can be made regarding application during acute stroke assessment.
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Affiliation(s)
- Lou Sutcliffe
- Stroke Research Group, Population Health Science Institute, Newcastle University, Newcastle-Upon-Tyne, UK
| | - Hannah Lumley
- Stroke Research Group, Population Health Science Institute, Newcastle University, Newcastle-Upon-Tyne, UK.
| | - Lisa Shaw
- Stroke Research Group, Population Health Science Institute, Newcastle University, Newcastle-Upon-Tyne, UK
| | - Richard Francis
- Stroke Research Group, Population Health Science Institute, Newcastle University, Newcastle-Upon-Tyne, UK
| | - Christopher I Price
- Stroke Research Group, Population Health Science Institute, Newcastle University, Newcastle-Upon-Tyne, UK
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23
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Pre-hospital transdermal glyceryl trinitrate in patients with stroke mimics: data from the RIGHT-2 randomised-controlled ambulance trial. BMC Emerg Med 2022; 22:2. [PMID: 35012462 PMCID: PMC8744321 DOI: 10.1186/s12873-021-00560-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Accepted: 11/28/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Prehospital stroke trials will inevitably recruit patients with non-stroke conditions, so called stroke mimics. We undertook a pre-specified analysis to determine outcomes in patients with mimics in the second Rapid Intervention with Glyceryl trinitrate in Hypertensive stroke Trial (RIGHT-2). METHODS RIGHT-2 was a prospective, multicentre, paramedic-delivered, ambulance-based, sham-controlled, participant-and outcome-blinded, randomised-controlled trial of transdermal glyceryl trinitrate (GTN) in adults with ultra-acute presumed stroke in the UK. Final diagnosis (intracerebral haemorrhage, ischaemic stroke, transient ischaemic attack, mimic) was determined by the hospital investigator. This pre-specified subgroup analysis assessed the safety and efficacy of transdermal GTN (5 mg daily for 4 days) versus sham patch among stroke mimic patients. The primary outcome was the 7-level modified Rankin Scale (mRS) at 90 days. RESULTS Among 1149 participants in RIGHT-2, 297 (26%) had a final diagnosis of mimic (GTN 134, sham 163). The mimic group were younger, mean age 67 (SD: 18) vs 75 (SD: 13) years, had a longer interval from symptom onset to randomisation, median 75 [95% CI: 47,126] vs 70 [95% CI:45,108] minutes, less atrial fibrillation and a lower systolic blood pressure and Face-Arm-Speech-Time tool score than the stroke group. The three most common mimic diagnoses were seizure (17%), migraine or primary headache disorder (17%) and functional disorders (14%). At 90 days, the GTN group had a better mRS score as compared to the sham group (adjusted common odds ratio 0.54; 95% confidence intervals 0.34, 0.85; p = 0.008), a difference that persisted at 365 days. There was no difference in the proportion of patients who died in hospital, were discharged to a residential care facility, or suffered a serious adverse event. CONCLUSIONS One-quarter of patients suspected by paramedics to have an ultra-acute stroke were subsequently diagnosed with a non-stroke condition. GTN was associated with unexplained improved functional outcome observed at 90 days and one year, a finding that may represent an undetected baseline imbalance, chance, or real efficacy. GTN was not associated with harm. TRIAL REGISTRATION This trial is registered with International Standard Randomised Controlled Trials Number ISRCTN 26986053 .
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24
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H. Buck B, Akhtar N, Alrohimi A, Khan K, Shuaib A. Stroke mimics: incidence, aetiology, clinical features and treatment. Ann Med 2021; 53:420-436. [PMID: 33678099 PMCID: PMC7939567 DOI: 10.1080/07853890.2021.1890205] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 02/08/2021] [Indexed: 12/13/2022] Open
Abstract
Mimics account for almost half of hospital admissions for suspected stroke. Stroke mimics may present as a functional (conversion) disorder or may be part of the symptomatology of a neurological or medical disorder. While many underlying conditions can be recognized rapidly by careful assessment, a significant proportion of patients unfortunately still receive thrombolysis and admission to a high-intensity stroke unit with inherent risks and unnecessary costs. Accurate diagnosis is important as recurrent presentations may be common in many disorders. A non-contrast CT is not sufficient to make a diagnosis of acute stroke as the test may be normal very early following an acute stroke. Multi-modal CT or magnetic resonance imaging (MRI) may be helpful to confirm an acute ischaemic stroke and are necessary if stroke mimics are suspected. Treatment in neurological and medical mimics results in prompt resolution of the symptoms. Treatment of functional disorders can be challenging and is often incomplete and requires early psychiatric intervention.
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Affiliation(s)
- Brian H. Buck
- Department of Medicine (Neurology), University of Alberta, Edmonton, Canada
| | - Naveed Akhtar
- Neurological Institute, Hamad Medical Corporation, Doha, Qatar
| | - Anas Alrohimi
- Department of Medicine (Neurology), University of Alberta, Edmonton, Canada
- Department of Medicine (Neurology), King Saud University, Riyadh, Saudi Arabia
| | - Khurshid Khan
- Department of Medicine (Neurology), University of Alberta, Edmonton, Canada
| | - Ashfaq Shuaib
- Department of Medicine (Neurology), University of Alberta, Edmonton, Canada
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25
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Rogers H, Madathil KC, Joseph A, Holmstedt C, Qanungo S, McNeese N, Morris T, Holden RJ, McElligott JT. An exploratory study investigating the barriers, facilitators, and demands affecting caregivers in a telemedicine integrated ambulance-based setting for stroke care. APPLIED ERGONOMICS 2021; 97:103537. [PMID: 34371321 DOI: 10.1016/j.apergo.2021.103537] [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: 09/17/2020] [Revised: 07/14/2021] [Accepted: 07/17/2021] [Indexed: 06/13/2023]
Abstract
Telemedicine implementation in ambulances can reduce time to treatment for stroke patients, which is important as "time is brain" for these patients. Limited research has explored the demands placed on acute stroke caregivers in a telemedicine-integrated ambulance system. This study investigates the impact of telemedicine on workload, teamwork, workflow, and communication of geographically distributed caregivers delivering stroke care in ambulance-based telemedicine and usability of the system. Simulated stroke sessions were conducted with 27 caregivers, who subsequently completed a survey measuring workload, usability, and teamwork. Follow-up interviews with each caregiver ascertained how telemedicine affected workflow and demands which were analyzed for barriers and facilitators to using telemedicine. Caregivers experienced moderate workload and rated team effectiveness and usability high. Barriers included frustration with equipment and with the training of caregivers increasing demands, the loss of personal connection of the neurologists with the patients, and physical constraints in the ambulance. Facilitators were more common with live visual communication increasing teamwork and efficiency, the ease of access to neurologist, increased flexibility, and high overall satisfaction and usability. Future research should focus on eliminating these barriers and supporting the distributed cognition of caregivers.
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26
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van Meenen LCC, van Stigt MN, Marquering HA, Majoie CBLM, Roos YBWEM, Koelman JHTM, Potters WV, Coutinho JM. Detection of large vessel occlusion stroke with electroencephalography in the emergency room: first results of the ELECTRA-STROKE study. J Neurol 2021; 269:2030-2038. [PMID: 34476587 PMCID: PMC8412867 DOI: 10.1007/s00415-021-10781-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 08/27/2021] [Accepted: 08/27/2021] [Indexed: 11/27/2022]
Abstract
Background Prehospital detection of large vessel occlusion stroke of the anterior circulation (LVO-a) would enable direct transportation of these patients to an endovascular thrombectomy (EVT) capable hospital. The ongoing ELECTRA-STROKE study investigates the diagnostic accuracy of dry electrode electroencephalography (EEG) for LVO-a stroke in the prehospital setting. To determine which EEG features are most useful for this purpose and assess EEG data quality, EEG recordings are also performed in the emergency room (ER). Here, we report data of the first 100 patients included in the ER. Methods Patients presented to the ER with a suspected stroke or known LVO-a stroke underwent a single EEG prior to EVT. Diagnostic accuracy for LVO-a stroke of frequency band power, brain symmetry and phase synchronization measures were evaluated by calculating receiver operating characteristic curves. Optimal cut-offs were determined as the highest sensitivity at a specificity of ≥ 80%. Results EEG data were of sufficient quality for analysis in 65/100 included patients. Of these, 35/65 (54%) had an acute ischemic stroke, of whom 9/65 (14%) had an LVO-a stroke. Median onset-to-EEG-time was 266 min (IQR 121–655) and median EEG-recording-time was 3 min (IQR 3–5). The EEG feature with the highest diagnostic accuracy for LVO-a stroke was theta–alpha ratio (AUC 0.83; sensitivity 75%; specificity 81%). Combined, weighted phase lag index and relative theta power best identified LVO-a stroke (sensitivity 100%; specificity 84%). Conclusion Dry electrode EEG is a promising tool for LVO-a stroke detection, but data quality needs to be improved and validation in the prehospital setting is necessary. (TRN: NCT03699397, registered October 9 2018). Supplementary Information The online version contains supplementary material available at 10.1007/s00415-021-10781-6.
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Affiliation(s)
- Laura C C van Meenen
- Department of Neurology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands
| | - Maritta N van Stigt
- Department of Clinical Neurophysiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Henk A Marquering
- Department of Biomedical Engineering and Physics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Charles B L M Majoie
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Yvo B W E M Roos
- Department of Neurology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands
| | - Johannes H T M Koelman
- Department of Neurology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands
- Department of Clinical Neurophysiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Wouter V Potters
- Department of Neurology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands
- Department of Clinical Neurophysiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Jonathan M Coutinho
- Department of Neurology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands.
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Lyng JW, Braithwaite S, Abraham H, Brent CM, Meurer DA, Torres A, Bui PV, Floccare DJ, Hogan AN, Fairless J, Larrimore A. Appropriate Air Medical Services Utilization and Recommendations for Integration of Air Medical Services Resources into the EMS System of Care: A Joint Position Statement and Resource Document of NAEMSP, ACEP, and AMPA. PREHOSP EMERG CARE 2021; 25:854-873. [PMID: 34388053 DOI: 10.1080/10903127.2021.1967534] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Air medical services involves providing medical care in transit while using either fixed wing (airplane) or rotor wing (helicopter) aircraft to move patients between locations. The modern use and availability of air medical services has expanded access to various health system resources, including specialty care. While this is generally beneficial, such expansion has also contributed to the complexity of health care delivery systems.(1, 2) Since the publication of the 2013 joint position statement Appropriate and Safe Utilization of Helicopter Emergency Medical Services,(3) research has shown that patient benefit is gained from the clinical care capabilities of air medical services independent of potential time saved when transporting patients.(4-6) Because the evidence basis for utilization of air medical services continues to evolve, NAEMSP, ACEP, and AMPA believe that an update regarding the appropriate utilization of air medical services is warranted, and that such guidance for utilization can be divided into three major categories: clinical considerations, safety considerations, and system integration and quality assurance considerations.
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Affiliation(s)
- John W Lyng
- University of Minnesota School of Medicine, Department of Emergency Medicine (NAEMSP)
| | - Sabina Braithwaite
- Washington University in Saint Louis School of Medicine, Department of Emergency Medicine (NAEMSP)
| | | | - Christine M Brent
- University of Michigan, Department of Emergency Medicine (NAEMSP, AMPA)
| | - David A Meurer
- University of Florida College of Medicine, Department of Emergency Medicine (NAEMSP)
| | - Alexander Torres
- Cleveland Clinic Florida, Department of Emergency Medicine (NAEMSP)
| | - Peter V Bui
- Augusta University, Department of Emergency Medicine (NAEMSP)
| | - Douglas J Floccare
- Maryland Institute for EMS Systems (MIEMSS), Maryland State Police Aviation Command, University of Maryland, Department of Emergency Medicine (AMPA)
| | - Andrew N Hogan
- UT Southwestern Medical Center, Department of Emergency Medicine (AMPA)
| | - Justin Fairless
- Texas Christian University and University of North Texas Health Science Center School of Medicine, Department of Emergency Medicine (ACEP)
| | - Ashley Larrimore
- The Ohio State University, Department of Emergency Medicine (NAEMSP)
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van Meenen LCC, van Stigt MN, Siegers A, Smeekes MD, van Grondelle JAF, Geuzebroek G, Marquering HA, Majoie CBLM, Roos YBWEM, Koelman JHTM, Potters WV, Coutinho JM. Detection of Large Vessel Occlusion Stroke in the Prehospital Setting: Electroencephalography as a Potential Triage Instrument. Stroke 2021; 52:e347-e355. [PMID: 33940955 DOI: 10.1161/strokeaha.120.033053] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A reliable and fast instrument for prehospital detection of large vessel occlusion (LVO) stroke would be a game-changer in stroke care, because it would enable direct transportation of LVO stroke patients to the nearest comprehensive stroke center for endovascular treatment. This strategy would substantially improve treatment times and thus clinical outcomes of patients. Here, we outline our view on the requirements of an effective prehospital LVO detection method, namely: high diagnostic accuracy; fast application and interpretation; user-friendliness; compactness; and low costs. We argue that existing methods for prehospital LVO detection, including clinical scales, mobile stroke units and transcranial Doppler, do not fulfill all criteria, hindering broad implementation of these methods. Instead, electroencephalography may be suitable for prehospital LVO detection since in-hospital studies have shown that quantification of hypoxia-induced changes in the electroencephalography signal have good diagnostic accuracy for LVO stroke. Although performing electroencephalography measurements in the prehospital setting comes with challenges, solutions for fast and simple application of this method are available. Currently, the feasibility and diagnostic accuracy of electroencephalography in the prehospital setting are being investigated in clinical trials.
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Affiliation(s)
- Laura C C van Meenen
- Department of Neurology (L.C.C.v.M., Y.B.W.E.M.R., W.V.P., J.M.C.), Amsterdam UMC, University of Amsterdam, the Netherlands
| | - Maritta N van Stigt
- Department of Clinical Neurophysiology (M.N.v.S., J.H.T.M.K., W.V.P.), Amsterdam UMC, University of Amsterdam, the Netherlands
| | - Arjen Siegers
- Ambulance Amsterdam, Amsterdam, the Netherlands (A.S., J.A.F.v.G., G.G.)
| | - Martin D Smeekes
- Emergency Medical Services North-Holland North, Alkmaar, the Netherlands (M.D.S.)
| | | | - Geertje Geuzebroek
- Ambulance Amsterdam, Amsterdam, the Netherlands (A.S., J.A.F.v.G., G.G.)
| | - Henk A Marquering
- Department of Biomedical Engineering and Physics (H.A.M.), Amsterdam UMC, University of Amsterdam, the Netherlands.,Department of Radiology and Nuclear Medicine (H.A.M., C.B.L.M.M.), Amsterdam UMC, University of Amsterdam, the Netherlands
| | - Charles B L M Majoie
- Department of Radiology and Nuclear Medicine (H.A.M., C.B.L.M.M.), Amsterdam UMC, University of Amsterdam, the Netherlands
| | - Yvo B W E M Roos
- Department of Neurology (L.C.C.v.M., Y.B.W.E.M.R., W.V.P., J.M.C.), Amsterdam UMC, University of Amsterdam, the Netherlands
| | - Johannes H T M Koelman
- Department of Clinical Neurophysiology (M.N.v.S., J.H.T.M.K., W.V.P.), Amsterdam UMC, University of Amsterdam, the Netherlands
| | - Wouter V Potters
- Department of Neurology (L.C.C.v.M., Y.B.W.E.M.R., W.V.P., J.M.C.), Amsterdam UMC, University of Amsterdam, the Netherlands.,Department of Clinical Neurophysiology (M.N.v.S., J.H.T.M.K., W.V.P.), Amsterdam UMC, University of Amsterdam, the Netherlands
| | - Jonathan M Coutinho
- Department of Neurology (L.C.C.v.M., Y.B.W.E.M.R., W.V.P., J.M.C.), Amsterdam UMC, University of Amsterdam, the Netherlands
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Douiri A, Muruet W, Bhalla A, James M, Paley L, Stanley K, Rudd AG, Wolfe CDA, Bray BD. Stroke Care in the United Kingdom During the COVID-19 Pandemic. Stroke 2021; 52:2125-2133. [PMID: 33896223 PMCID: PMC8140645 DOI: 10.1161/strokeaha.120.032253] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Supplemental Digital Content is available in the text. The coronavirus disease 2019 (COVID-19) pandemic has potentially caused indirect harm to patients with other conditions via reduced access to health care services. We aimed to describe the impact of the initial wave of the pandemic on admissions, care quality, and outcomes in patients with acute stroke in the United Kingdom.
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Affiliation(s)
- Abdel Douiri
- School of Population Health and Environmental Sciences (A.D., W.M., A.B., M.J., A.G.R., C.D.A.W., B.D.B.), King's College London, United Kingdom
| | - Walter Muruet
- School of Population Health and Environmental Sciences (A.D., W.M., A.B., M.J., A.G.R., C.D.A.W., B.D.B.), King's College London, United Kingdom
| | - Ajay Bhalla
- School of Population Health and Environmental Sciences (A.D., W.M., A.B., M.J., A.G.R., C.D.A.W., B.D.B.), King's College London, United Kingdom.,Department of Ageing Health and Stroke, Guy's and St Thomas' National Health Service (NHS) Foundation Trust and King's College London, United Kingdom (A.B.)
| | - Martin James
- Royal Devon and Exeter NHS Foundation Trust, United Kingdom (M.J.)
| | - Lizz Paley
- Sentinel Stroke National Audit Programme (L.P., K.S.), King's College London, United Kingdom
| | - Kaili Stanley
- Sentinel Stroke National Audit Programme (L.P., K.S.), King's College London, United Kingdom
| | - Anthony G Rudd
- School of Population Health and Environmental Sciences (A.D., W.M., A.B., M.J., A.G.R., C.D.A.W., B.D.B.), King's College London, United Kingdom
| | - Charles D A Wolfe
- School of Population Health and Environmental Sciences (A.D., W.M., A.B., M.J., A.G.R., C.D.A.W., B.D.B.), King's College London, United Kingdom
| | - Benjamin D Bray
- School of Population Health and Environmental Sciences (A.D., W.M., A.B., M.J., A.G.R., C.D.A.W., B.D.B.), King's College London, United Kingdom
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Eder PA, Laux G, Rashid A, Kniess T, Haeusler KG, Shammas L, Griewing B, Hofmann S, Stangl S, Wiedmann S, Rücker V, Heuschmann PU, Soda H. Stroke Angel: Effect of Telemedical Prenotification on In-Hospital Delays and Systemic Thrombolysis in Acute Stroke Patients. Cerebrovasc Dis 2021; 50:420-428. [PMID: 33774614 DOI: 10.1159/000514563] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 01/02/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Door-to-CT scan time (DCT) and door-to-needle time (DNT) are important process measures in acute ischemic stroke (AIS) patients undergoing intravenous thrombolysis (IVT). We examined the impact of a telemedical prenotification by emergency medical service (EMS) (called the "Stroke Angel" program) on DCT and DNT and IVT rate compared to standard of care. PATIENTS AND METHODS Two prospective observational studies including AIS patients admitted via EMS from 2011 to 2013 (cohort I; n = 496) and from January 1, 2015 to May 31, 2018 (cohort II; n = 349) were conducted. After cohort I, the 4-Item Stroke Scale and a digital thrombolysis protocol were added. Multivariable logistic and linear regression analysis was performed. RESULTS In cohort I, DCT was lower in the intervention group (13 vs. 26 min using standard of care; p < 0.001), but no significant difference in median DNT (35 vs. 39 min; p = 0.24) was observed. In cohort II, a reduction of DCT (8 vs. 15 min; p < 0.001) and DNT (25 vs. 29 min p = 0.003) was observed in the intervention group. Compared to standard of care, the likelihood of DCT ≤10 min or DNT ≤20 min in the intervention group was 2.7 (adjusted odds ratio [aOR] 2.7; 95% CI: 2.1-3.5) and 1.8 (aOR 1.8; 95% CI: 1.1-2.9), respectively. In cohort II, IVT rate was higher (aOR 1.4; 95% CI: 1.1-1.9) in the intervention group. CONCLUSION Although the positive effects of Stroke Angel in AIS provided a rationale for implementation in routine care, larger studies of practice implementation will be needed. Using Stroke Angel in the prehospital management of AIS impacts on important process measures of IVT delivery.
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Affiliation(s)
- Patrick Andreas Eder
- Innovation management, Zentrum für Telemedizin Bad Kissingen, Bad Kissingen, Germany.,Department of General Practice and Health Services Research, University Hospital Heidelberg, Heidelberg, Germany
| | - Gunter Laux
- Department of General Practice and Health Services Research, University Hospital Heidelberg, Heidelberg, Germany
| | - Asarnusch Rashid
- Innovation management, Zentrum für Telemedizin Bad Kissingen, Bad Kissingen, Germany
| | - Tobias Kniess
- Department of Neurological Rehabilitation, Campus Rhön Klinikum AG, Bad Neustadt/Saale, Germany
| | | | - Layal Shammas
- Innovation management, Zentrum für Telemedizin Bad Kissingen, Bad Kissingen, Germany
| | - Bernd Griewing
- Medical Board Division, Campus Rhön Klinikum AG, Bad Neustadt/Saale, Germany
| | - Susanne Hofmann
- Department of Neurology, Campus Rhön Klinikum AG, Bad Neustadt/Saale, Germany
| | - Stephanie Stangl
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany
| | - Silke Wiedmann
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Viktoria Rücker
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany
| | - Peter U Heuschmann
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Würzburg, Germany.,Clinical Trial Center Würzburg, University Hospital Würzburg, Würzburg, Germany
| | - Hassan Soda
- Department of Neurology, Campus Rhön Klinikum AG, Bad Neustadt/Saale, Germany
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