Cargando…

Effect of Machine Learning on Dispatcher Recognition of Out-of-Hospital Cardiac Arrest During Calls to Emergency Medical Services: A Randomized Clinical Trial

IMPORTANCE: Emergency medical dispatchers fail to identify approximately 25% of cases of out-of-hospital cardiac arrest (OHCA), resulting in lost opportunities to save lives by initiating cardiopulmonary resuscitation. OBJECTIVE: To examine how a machine learning model trained to identify OHCA and a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Blomberg, Stig Nikolaj, Christensen, Helle Collatz, Lippert, Freddy, Ersbøll, Annette Kjær, Torp-Petersen, Christian, Sayre, Michael R., Kudenchuk, Peter J., Folke, Fredrik
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Medical Association 2021
Materias:	Original Investigation
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7788469/ https://www.ncbi.nlm.nih.gov/pubmed/33404620 http://dx.doi.org/10.1001/jamanetworkopen.2020.32320

Ejemplares similares

Is dispatcher-assisted cardiopulmonary resuscitation affected by a bystander’s emotional stress state in out-of-hospital cardiac arrest?
por: Tuffley, Rebecca Hvidt, et al.
Publicado: (2023)

Training in Basic Life Support and Bystander-Performed Cardiopulmonary Resuscitation and Survival in Out-of-Hospital Cardiac Arrests in Denmark, 2005 to 2019
por: Jensen, Theo Walther, et al.
Publicado: (2023)

The National Danish Cardiac Arrest Registry for Out-of-Hospital Cardiac Arrest – A Registry in Transformation
por: Jensen, Theo Walter, et al.
Publicado: (2022)

Description of call handling in emergency medical dispatch centres in Scandinavia: recognition of out-of-hospital cardiac arrests and dispatcher-assisted CPR
por: Hardeland, Camilla, et al.
Publicado: (2021)

Dispatcher Stroke/TIA Recognition in Emergency Medical Call Center and Out-of-Hours Service Calls in Copenhagen, Denmark
por: Wenstrup, Jonathan, et al.
Publicado: (2023)

Geographical Association Between Basic Life Support Courses and Bystander Cardiopulmonary Resuscitation and Survival from OHCA in Denmark
por: Jensen, Theo Walther, et al.
Publicado: (2023)

Live video from bystanders’ smartphones to medical dispatchers in real emergencies
por: Linderoth, Gitte, et al.
Publicado: (2021)

Risk of Physical Injury for Dispatched Citizen Responders to Out‐of‐Hospital Cardiac Arrest
por: Andelius, Linn, et al.
Publicado: (2021)

Impact of integrating out-of-hours services into Emergency Medical Services Copenhagen: a descriptive study of transformational years
por: Zinger, Nienke D., et al.
Publicado: (2022)

Characteristics of low acuity prehospital emergency patients with 48-h mortality, an observational cohort study
por: Petersen, Jesper A. Dyhring, et al.
Publicado: (2022)

Pediatric out-of-hospital cardiac arrest in Denmark
por: Holgersen, Mathias Geldermann, et al.
Publicado: (2022)

Medical dispatchers’ perception of visual information in real out-of-hospital cardiac arrest: a qualitative interview study
por: Linderoth, Gitte, et al.
Publicado: (2019)

Satisfaction of 30 402 callers to a medical helpline of the Emergency Medical Services Copenhagen: a retrospective cohort study
por: Zinger, Nienke Doreen, et al.
Publicado: (2019)

Impact of dispatcher-assisted cardiopulmonary resuscitation on neurologically intact survival in out-of-hospital cardiac arrest: a systematic review
por: Eberhard, Kristine Elisabeth, et al.
Publicado: (2021)

Patient characteristics and dispatch responses of urinary tract infections in a prehospital setting in Copenhagen, Denmark: a retrospective cohort study
por: Verhoeven, Jeske, et al.
Publicado: (2022)

Injury from electric scooters in Copenhagen: a retrospective cohort study
por: Blomberg, Stig Nikolaj Fasmer, et al.
Publicado: (2019)

The “unclear problem” category: an analysis of its patient and dispatch characteristics and its trend over time
por: Otten, Sterre, et al.
Publicado: (2022)

Why and when citizens call for emergency help: an observational study of 211,193 medical emergency calls
por: Møller, Thea Palsgaard, et al.
Publicado: (2015)

Out-of-hospital cardiac arrest: Does rurality decrease chances of survival?
por: Ringgren, Kristian Bundgaard, et al.
Publicado: (2022)

Medical dispatchers recognise substantial amount of acute stroke during emergency calls
por: Viereck, Søren, et al.
Publicado: (2016)

The difficult medical emergency call: A register-based study of predictors and outcomes
por: Møller, Thea Palsgaard, et al.
Publicado: (2017)

Artificial intelligence in Emergency Medical Services dispatching: assessing the potential impact of an automatic speech recognition software on stroke detection taking the Capital Region of Denmark as case in point
por: Scholz, Mirjam Lisa, et al.
Publicado: (2022)

Recognition of out-of-hospital cardiac arrest during emergency calls — a systematic review of observational studies
por: Viereck, Søren, et al.
Publicado: (2017)

Increased bystander intervention when volunteer responders attend out-of-hospital cardiac arrest
por: Nielsen, Christian Gantzel, et al.
Publicado: (2022)

Out-of-Hospital Cardiac Arrests and Outdoor Air Pollution Exposure in Copenhagen, Denmark
por: Wichmann, Janine, et al.
Publicado: (2013)

Immediate psychological impact on citizen responders dispatched through a mobile application to out-of-hospital cardiac arrests
por: Kragh, Astrid Rolin, et al.
Publicado: (2021)

Hypothetical interventions on emergency ambulance and prehospital acetylsalicylic acid administration in myocardial infarction patients presenting without chest pain
por: Møller, Amalie Lykkemark, et al.
Publicado: (2022)

Traumatic cardiac arrest – a nationwide Danish study
por: Wolthers, Signe Amalie, et al.
Publicado: (2023)

Higher resuscitation guideline adherence in paramedics with use of real-time ventilation feedback during simulated out-of-hospital cardiac arrest: A randomised controlled trial
por: Lyngby, Rasmus Meyer, et al.
Publicado: (2021)

Activation of Citizen Responders to Out‐of‐Hospital Cardiac Arrest During the COVID‐19 Outbreak in Denmark 2020
por: Gregers, Mads Christian Tofte, et al.
Publicado: (2022)

Association of Degree of Urbanization and Survival in Out‐of‐Hospital Cardiac Arrest
por: Gregers, Mads Christian Tofte, et al.
Publicado: (2023)

Community intervention to improve defibrillation before ambulance arrival in residential neighbourhoods with a high risk of out-of-hospital cardiac arrest: study protocol of a cluster-randomised trial (the CARAMBA trial)
por: Juul Grabmayr, Anne, et al.
Publicado: (2023)

Association between using a prehospital assessment unit and hospital admission and mortality: a matched cohort study
por: Wolthers, Signe Amalie, et al.
Publicado: (2023)

Follow-up on volunteer responders dispatched for out-of-hospital cardiac arrests: Addressing the psychological and physical impact
por: Rolin Kragh, Astrid, et al.
Publicado: (2023)

Video triage in calls concerning children with fever at an out-of-hours medical helpline: a prospective quality improvement study
por: Gren, Caroline, et al.
Publicado: (2023)

Effect of real-time and post-event feedback in out-of-hospital cardiac arrest attended by EMS — A systematic review and meta-analysis
por: Lyngby, Rasmus Meyer, et al.
Publicado: (2021)

Assessment of breathing in cardiac arrest: a randomised controlled trial of three teaching methods among laypersons
por: Breindahl, Niklas, et al.
Publicado: (2021)

Symptom presentation of SARS-CoV-2-positive and negative patients: a nested case–control study among patients calling the emergency medical service and medical helpline
por: Moeller, Amalie Lykkemark, et al.
Publicado: (2021)

Medical dispatchers’ perception of the interaction with the caller during emergency calls - a qualitative study
por: Møller, Thea Palsgaard, et al.
Publicado: (2021)

Thrombocytopenia after COVID-19 vaccination
por: Kragholm, Kristian, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_s4l093gnheji59jju9pgpg6sb6