Multicenter validation of a machine-learning algorithm for 48-h all-cause mortality prediction

Development and Evaluation of an Automated Machine Learning Algorithm for In-Hospital Mortality Risk Adjustment Among Critical Care Patients*

(2018) Ryan J. Delahanty et al.   CRITICAL CARE MEDICINE

Inclusion of Unstructured Clinical Text Improves Early Prediction of Death or Prolonged ICU Stay*

(2018) Gary E. Weissman et al.   CRITICAL CARE MEDICINE

Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU

(2018) Qingqing Mao et al.   BMJ Open

An automated computerized critical illness severity scoring system derived from APACHE III: modified APACHE

(2018) Spyridon Fortis et al.   JOURNAL OF CRITICAL CARE

Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach

(2016) R. Andrew Taylor et al.   ACADEMIC EMERGENCY MEDICINE

Trends in Critical Care Beds and Use Among Population Groups and Medicare and Medicaid Beneficiaries in the United States

(2016) Neil A. Halpern et al.   CRITICAL CARE MEDICINE

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

(2016) Matthew M. Churpek 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

An integrated index for detection of Sudden Cardiac Death using Discrete Wavelet Transform and nonlinear features

(2015) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction

(2015) Li-wei H. Lehman et al.   IEEE Journal of Biomedical and Health Informatics

Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study

(2015) Romain Pirracchio et al.   Lancet Respiratory Medicine

Multicenter Development and Validation of a Risk Stratification Tool for Ward Patients

(2014) Matthew M. Churpek et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

ICU severity of illness scores

(2014) Jorge I.F. Salluh et al.   Current Opinion in Critical Care

Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients

(2013) Susana M. Vieira et al.   APPLIED SOFT COMPUTING

Comparison of the Mortality Probability Admission Model III, National Quality Forum, and Acute Physiology and Chronic Health Evaluation IV Hospital Mortality Models

(2013) Andrew A. Kramer et al.   CRITICAL CARE MEDICINE

Measuring the modified early warning score and the Rothman Index: Advantages of utilizing the electronic medical record in an early warning system

(2013) G. Duncan Finlay et al.   Journal of Hospital Medicine

Risk-adjusting Hospital Mortality Using a Comprehensive Electronic Record in an Integrated Health Care Delivery System

(2013) Gabriel J. Escobar et al.   MEDICAL CARE

The ability of the National Early Warning Score (NEWS) to discriminate patients at risk of early cardiac arrest, unanticipated intensive care unit admission, and death

(2013) Gary B. Smith et al.   RESUSCITATION

The prognostic value of the Modified Early Warning Score in critically ill patients

(2012) Kirsi Reini et al.   EUROPEAN JOURNAL OF ANAESTHESIOLOGY

Is the Modified Early Warning Score (MEWS) superior to clinician judgement in detecting critical illness in the pre-hospital environment?

(2012) James N. Fullerton et al.   RESUSCITATION

Predicting Death

(2011) George C. M. Siontis   ARCHIVES OF INTERNAL MEDICINE

ViEWS—Towards a national early warning score for detecting adult inpatient deterioration

(2010) David R. Prytherch et al.   RESUSCITATION

Variation in ICU Risk-Adjusted Mortality

(2008) Michael W. Kuzniewicz et al.   CHEST