Using electronic health record collected clinical variables to predict medical intensive care unit mortality

por Calvert, Jacob, Mao, Qingqing, Hoffman, Jana L., Jay, Melissa, Desautels, Thomas, Mohamadlou, Hamid, Chettipally, Uli, Das, Ritankar
Publicado 2016

High-performance detection and early prediction of septic shock for alcohol-use disorder patients

por Calvert, Jacob, Desautels, Thomas, Chettipally, Uli, Barton, Christopher, Hoffman, Jana, Jay, Melissa, Mao, Qingqing, Mohamadlou, Hamid, Das, Ritankar
Publicado 2016

Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting

por Desautels, Thomas, Calvert, Jacob, Hoffman, Jana, Mao, Qingqing, Jay, Melissa, Fletcher, Grant, Barton, Chris, Chettipally, Uli, Kerem, Yaniv, Das, Ritankar
Publicado 2017

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

por Mao, Qingqing, Jay, Melissa, Hoffman, Jana L, Calvert, Jacob, Barton, Christopher, Shimabukuro, David, Shieh, Lisa, Chettipally, Uli, Fletcher, Grant, Kerem, Yaniv, Zhou, Yifan, Das, Ritankar
Publicado 2018

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

por Desautels, Thomas, Calvert, Jacob, Hoffman, Jana, Jay, Melissa, Kerem, Yaniv, Shieh, Lisa, Shimabukuro, David, Chettipally, Uli, Feldman, Mitchell D, Barton, Chris, Wales, David J, Das, Ritankar
Publicado 2016