Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study

OBJECTIVE: To create and validate a simple and transferable machine learning model from electronic health record data to accurately predict clinical deterioration in patients with covid-19 across institutions, through use of a novel paradigm for model development and code sharing. DESIGN: Retrospect...

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Detalles Bibliográficos
Autores principales: Kamran, Fahad, Tang, Shengpu, Otles, Erkin, McEvoy, Dustin S, Saleh, Sameh N, Gong, Jen, Li, Benjamin Y, Dutta, Sayon, Liu, Xinran, Medford, Richard J, Valley, Thomas S, West, Lauren R, Singh, Karandeep, Blumberg, Seth, Donnelly, John P, Shenoy, Erica S, Ayanian, John Z, Nallamothu, Brahmajee K, Sjoding, Michael W, Wiens, Jenna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group Ltd. 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8850910/
https://www.ncbi.nlm.nih.gov/pubmed/35177406
http://dx.doi.org/10.1136/bmj-2021-068576

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8850910/
https://www.ncbi.nlm.nih.gov/pubmed/35177406
http://dx.doi.org/10.1136/bmj-2021-068576

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