Jacob Calvert

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

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

Christopher Barton, Uli K. Chettipally, Yifan Zhou et al. · Computers in Biology and Medicine · 2019 · 167 citations · Full text

Machine Learning, Intelligent Diagnostics, Medicine +13

Prediction of Acute Kidney Injury With a Machine Learning Algorithm Using Electronic Health Record Data

Hamid Mohamadlou, Anna Lynn-Palevsky, Christopher Barton et al. · Canadian Journal of Kidney Health and Disease · 2018 · 159 citations · Full text