Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study

OBJECTIVE: The spread of coronavirus disease 2019 (COVID-19) has led to severe strain on hospital capacity in many countries. We aim to develop a model helping planners assess expected COVID-19 hospital resource utilization based on individual patient characteristics. MATERIALS AND METHODS: We devel...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Roimi, Michael, Gutman, Rom, Somer, Jonathan, Ben Arie, Asaf, Calman, Ido, Bar-Lavie, Yaron, Gelbshtein, Udi, Liverant-Taub, Sigal, Ziv, Arnona, Eytan, Danny, Gorfine, Malka, Shalit, Uri
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2021
Assuntos:
Research and Applications
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7928913/
https://ncbi.nlm.nih.gov/pubmed/33479727
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocab005
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