Optimal intensive care outcome prediction over time using machine learning

Critical Care Health Informatics Collaborative (CCHIC): Data, tools and methods for reproducible research: A multi-centre UK intensive care database

(2018) Steve Harris et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Time-limited trial of intensive care treatment: an overview of current literature

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Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach

(2017) Thomas Desautels et al.   BMJ Open

A computational approach to early sepsis detection

(2016) Jacob S. Calvert et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Developing a New Definition and Assessing New Clinical Criteria for Septic Shock

(2016) Manu Shankar-Hari et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

MIMIC-III, a freely accessible critical care database

(2016) Alistair E.W. Johnson et al.   Scientific Data

Time-Limited Trials of Intensive Care for Critically Ill Patients With Cancer

(2016) Mark G. Shrime et al.   JAMA Oncology

Machine Learning in Medicine

(2015) R. C. Deo   CIRCULATION

Machine learning applications in cancer prognosis and prediction

(2015) Konstantina Kourou et al.   Computational and Structural Biotechnology Journal

Discussion of treatment trials in intensive care

(2013) Yael Schenker et al.   JOURNAL OF CRITICAL CARE

Comparison of APACHE III, APACHE IV, SAPS 3, and MPM 0 III and Influence of Resuscitation Status on Model Performance

(2012) Mark T. Keegan et al.   CHEST

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

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Time-Limited Trials Near the End of Life

(2011) Timothy E. Quill et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Recommendations for end-of-life care in the intensive care unit: A consensus statement by the American College of Critical Care Medicine

(2009) Robert D. Truog et al.   CRITICAL CARE MEDICINE

The Sequential Organ Failure Assessment score for predicting outcome in patients with severe sepsis and evidence of hypoperfusion at the time of emergency department presentation*

(2009) Alan E. Jones et al.   CRITICAL CARE MEDICINE

Variation in ICU Risk-Adjusted Mortality

(2008) Michael W. Kuzniewicz et al.   CHEST