Artificial intelligence sepsis prediction algorithm learns to say “I don’t know”

Abstract Sepsis is a leading cause of morbidity and mortality worldwide. Early identification of sepsis is important as it allows timely administration of potentially life-saving resuscitation and antimicrobial therapy. We present COMPOSER (COnformal Multidimensional Prediction Of SEpsis Risk), a de...

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Bibliographic Details
Main Authors: Supreeth P. Shashikumar, Gabriel Wardi, Atul Malhotra, Shamim Nemati
Format: Article
Language:English
Published: Nature Publishing Group 2021-09-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-021-00504-6