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

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 deep learni...

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Detalles Bibliográficos
Autores principales: Shashikumar, Supreeth P., Wardi, Gabriel, Malhotra, Atul, Nemati, Shamim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8429719/
https://www.ncbi.nlm.nih.gov/pubmed/34504260
http://dx.doi.org/10.1038/s41746-021-00504-6