Identifying the relative importance of predictors of survival in out of hospital cardiac arrest: a machine learning study

State‐of‐the‐Art Machine Learning Techniques Aiming to Improve Patient Outcomes Pertaining to the Cardiovascular System

(2020) Rahul Kumar Sevakula et al.   Journal of the American Heart Association

Machine learning as a supportive tool to recognize cardiac arrest in emergency calls

(2019) Stig Nikolaj Blomberg et al.   RESUSCITATION

An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction

(2019) Zachi I Attia et al.   LANCET

Trends in Survival After In-Hospital Cardiac Arrest During Nights and Weekends

(2018) Uchenna R. Ofoma et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Location of cardiac arrest and impact of pre-arrest chronic disease and medication use on survival

(2017) Asger Granfeldt et al.   RESUSCITATION

Recognition of out-of-hospital cardiac arrest by medical dispatchers in emergency medical dispatch centres in two countries

(2016) Thea Palsgaard Møller et al.   RESUSCITATION

Effect of gender on outcome of out of hospital cardiac arrest in the Resuscitation Outcomes Consortium

(2016) Laurie J. Morrison et al.   RESUSCITATION

Emergency dispatch process and patient outcome in bystander-witnessed out-of-hospital cardiac arrest with a shockable rhythm

(2015) Pamela V.C. Hiltunen et al.   European Journal of Emergency Medicine

Trends in Outcomes for Out-of-Hospital Cardiac Arrest by Age in Japan

(2015) Tatsuma Fukuda et al.   MEDICINE

Gender and survival after sudden cardiac arrest: A systematic review and meta-analysis

(2015) Wulfran Bougouin et al.   RESUSCITATION

Recent Trends in Survival From Out-of-Hospital Cardiac Arrest in the United States

(2014) Paul S. Chan et al.   CIRCULATION

Improved outcome in Sweden after out-of-hospital cardiac arrest and possible association with improvements in every link in the chain of survival

(2014) A. Stromsoe et al.   EUROPEAN HEART JOURNAL

Comparison of Medical Priority Dispatch (MPD) and Criteria Based Dispatch (CBD) relating to cardiac arrest calls

(2014) Camilla Hardeland et al.   RESUSCITATION

Validity of reported data in the Swedish Cardiac Arrest Register in selected parts in Sweden

(2013) A. Strömsöe et al.   RESUSCITATION

Modeling the impact of public access defibrillator range on public location cardiac arrest coverage

(2012) Auyon A. Siddiq et al.   RESUSCITATION

The Effects of Sex on Out-of-Hospital Cardiac Arrest Outcomes

(2011) Manabu Akahane et al.   AMERICAN JOURNAL OF MEDICINE

Increase in survival and bystander CPR in out-of-hospital shockable arrhythmia: bystander CPR and female gender are predictors of improved outcome. Experiences from Sweden in an 18-year perspective

(2011) A. Adielsson et al.   HEART

Predictors of Survival From Out-of-Hospital Cardiac Arrest

(2009) Comilla Sasson et al.  

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS