Characterising risk of in-hospital mortality following cardiac arrest using machine learning: A retrospective international registry study

Heart Disease and Stroke Statistics—2018 Update: A Report From the American Heart Association

(2018) Emelia J. Benjamin et al.   CIRCULATION

Implementing Machine Learning in Health Care — Addressing Ethical Challenges

(2018) Danton S. Char et al.   NEW ENGLAND JOURNAL OF MEDICINE

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

(2018) Sebastian Gehrmann et al.   PLoS One

Performance on the APACHE II, SAPS II, SOFA and the OHCA score of post-cardiac arrest patients treated with therapeutic hypothermia

(2018) Jea Yeon Choi et al.   PLoS One

Changes in Temperature Management of Cardiac Arrest Patients Following Publication of the Target Temperature Management Trial

(2018) Ryan Salter et al.   CRITICAL CARE MEDICINE

Clinically applicable deep learning for diagnosis and referral in retinal disease

(2018) Jeffrey De Fauw et al.   NATURE MEDICINE

Fully Automated Echocardiogram Interpretation in Clinical Practice

(2018) Jeffrey Zhang et al.   CIRCULATION

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Analysis of Machine Learning Techniques for Heart Failure Readmissions

(2016) Bobak J. Mortazavi et al.  

Machine-Learning Algorithms to Automate Morphological and Functional Assessments in 2D Echocardiography

(2016) Sukrit Narula et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

1-Year Outcomes of FFR CT -Guided Care in Patients With Suspected Coronary Disease

(2016) Pamela S. Douglas et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Analysis of Machine Learning Techniques for Heart Failure Readmissions

(2016) Bobak J. Mortazavi et al.   Circulation-Cardiovascular Quality and Outcomes

Predicting the outcomes for out-of-hospital cardiac arrest patients using multiple biomarkers and suspension microarray assays

(2016) Chien-Hua Huang et al.   Scientific Reports

Deep learning

(2015) Yann LeCun et al.   NATURE

A prediction tool for initial out-of-hospital cardiac arrest survivors

(2014) S. Aschauer et al.   RESUSCITATION

Risk prediction of hospital mortality for adult patients admitted to Australian and New Zealand intensive care units: Development and validation of the Australian and New Zealand Risk of Death model

(2013) Eldho Paul et al.   JOURNAL OF CRITICAL CARE

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Post Cardiac Arrest Syndrome

(2011) Dion Stub et al.   CIRCULATION

Use of Brier score to assess binary predictions

(2010) Kaspar Rufibach   JOURNAL OF CLINICAL EPIDEMIOLOGY