Jana Hoffman

Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach

Thomas Desautels, Jacob Calvert, Jana Hoffman et al. · JMIR Medical Informatics · 2016 · 505 citations · Full text

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

Qingqing Mao, Melissa Jay, Jana Hoffman et al. · BMJ Open · 2018 · 329 citations · Full text

A computational approach to early sepsis detection

Jacob Calvert, D A Price, Uli K. Chettipally et al. · Computers in Biology and Medicine · 2016 · 249 citations

Engineering, Machine Learning, Pattern Recognition +10

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial

Hoyt Burdick, Carson Lam, Samson Mataraso et al. · Computers in Biology and Medicine · 2020 · 154 citations · Full text

Pediatric Severe Sepsis Prediction Using Machine Learning

Sidney Le, Jana Hoffman, Christopher Barton et al. · Frontiers in Pediatrics · 2019 · 110 citations · Full text