Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation

BACKGROUND: Objective and early identification of hospitalized patients, and particularly those with novel coronavirus disease 2019 (COVID-19), who may require mechanical ventilation (MV) may aid in delivering timely treatment. RESEARCH QUESTION: Can a transparent deep learning (DL) model predict th...

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Dettagli Bibliografici
Pubblicato in:Chest
Autori principali: Shashikumar, Supreeth P., Wardi, Gabriel, Paul, Paulina, Carlile, Morgan, Brenner, Laura N., Hibbert, Kathryn A., North, Crystal M., Mukerji, Shibani S., Robbins, Gregory K., Shao, Yu-Ping, Westover, M. Brandon, Nemati, Shamim, Malhotra, Atul
Natura: Artigo
Lingua:Inglês
Pubblicazione: American College of Chest Physicians 2021
Soggetti:
Critical Care: Original Research
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC8027289/
https://ncbi.nlm.nih.gov/pubmed/33345948
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.chest.2020.12.009
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