Predicting Progression to Septic Shock in the Emergency Department Using an Externally Generalizable Machine-Learning Algorithm

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

Mervyn Singer, Clifford S. Deutschman, Christopher W. Seymour et al. · JAMA · 2016 · 28K citations · Full text

Veterinary Medicine, Immunology, Pathobiology +17

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng, Marc Coram et al. · JAMA · 2016 · 7.5K citations

Computing, Computer Science, Ophthalmology +17

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

Daniel Kermany, Michael H. Goldbaum, Wenjia Cai et al. · Cell · 2018 · 4.7K citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock: 2016

Andrew Rhodes, Laura Evans, Waleed Alhazzani et al. · Critical Care Medicine · 2017 · 3.8K citations · Full text

Veterinary Medicine, Emergency Medicine, Infectious Diseases +16