Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study

Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy

(2020) Lucas M. Fleuren et al.   INTENSIVE CARE MEDICINE

Early prediction of circulatory failure in the intensive care unit using machine learning

(2020) Stephanie L. Hyland et al.   NATURE MEDICINE

The development an artificial intelligence algorithm for early sepsis diagnosis in the intensive care unit

(2020) Kuo-Ching Yuan et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Nurses’ 12-hour shifts and missed or delayed vital signs observations on hospital wards: retrospective observational study

(2019) Chiara Dall’Ora et al.   BMJ Open

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs

(2019) Christopher Barton et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A clinically applicable approach to continuous prediction of future acute kidney injury

(2019) Nenad Tomašev et al.   NATURE

An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU

(2018) Shamim Nemati et al.   CRITICAL CARE MEDICINE

Machine learning for real-time prediction of complications in critical care: a retrospective study

(2018) Alexander Meyer et al.   Lancet Respiratory Medicine

Prediction of sepsis patients using machine learning approach: A meta-analysis

(2018) Md. Mohaimenul Islam et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Incidence and Trends of Sepsis in US Hospitals Using Clinical vs Claims Data, 2009-2014

(2017) Chanu Rhee et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Electronic health record adoption in US hospitals: the emergence of a digital “advanced use” divide

(2017) Julia Adler-Milstein et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

ICU Admission, Discharge, and Triage Guidelines

(2016) Joseph L. Nates et al.   CRITICAL CARE MEDICINE

The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3)

(2016) Mervyn Singer et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION