Emily Pellegrini

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

Supervised machine learning for the early prediction of acute respiratory distress syndrome (ARDS)

Sidney Le, Emily Pellegrini, Abigail Green‐Saxena et al. · Journal of Critical Care · 2020 · 95 citations · Full text

Mortality prediction model for the triage of COVID-19, pneumonia, and mechanically ventilated ICU patients: A retrospective study

Logan Ryan, Carson Lam, Samson Mataraso et al. · Annals of Medicine and Surgery · 2020 · 87 citations · Full text

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 US hospitals

Hoyt Burdick, Eduardo Pino, Denise Gabel-Comeau et al. · BMJ Health & Care Informatics · 2020 · 71 citations · Full text