Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients

by Jacob Calvert, Nicholas Saber, Jana Hoffman, Ritankar Das
Published 2019-02-01

Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data

by Ashwath Radhachandran, Anurag Garikipati, Nicole S. Zelin, Emily Pellegrini, Sina Ghandian, Jacob Calvert, Jana Hoffman, Qingqing Mao, Ritankar Das
Published 2021-03-01

Pediatric Severe Sepsis Prediction Using Machine Learning

by Sidney Le, Jana Hoffman, Christopher Barton, Christopher Barton, Julie C. Fitzgerald, Julie C. Fitzgerald, Angier Allen, Emily Pellegrini, Jacob Calvert, Ritankar Das
Published 2019-10-01

Effect of a sepsis prediction algorithm on patient mortality, length of stay and readmission: a prospective multicentre clinical outcomes evaluation of real-world patient data from...

by Jonathan Roberts, Andrea Mccoy, Hoyt Burdick, Eduardo Pino, Denise Gabel-Comeau, Carol Gu, Sidney Le, Joseph Slote, Emily Pellegrini, Abigail Green-Saxena, Jana Hoffman, Ritankar Das
Published 2020-07-01

Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461...

by Hoyt Burdick, Eduardo Pino, Denise Gabel-Comeau, Carol Gu, Jonathan Roberts, Sidney Le, Joseph Slote, Nicholas Saber, Emily Pellegrini, Abigail Green-Saxena, Jana Hoffman, Ritankar Das
Published 2020-10-01

A Machine Learning Approach to Predict Deep Venous Thrombosis Among Hospitalized Patients

by Logan Ryan BS, Samson Mataraso BS, Anna Siefkas SM, Emily Pellegrini MEng, Gina Barnes MPH, Abigail Green-Saxena PhD, Jana Hoffman PhD, Jacob Calvert MSc, Ritankar Das MSc
Published 2021-02-01

Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?—The IDENTIFY Trial

by Hoyt Burdick, Carson Lam, Samson Mataraso, Anna Siefkas, Gregory Braden, R. Phillip Dellinger, Andrea McCoy, Jean-Louis Vincent, Abigail Green-Saxena, Gina Barnes, Jana Hoffman, Jacob Calvert, Emily Pellegrini, Ritankar Das
Published 2020-11-01