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Predicting In-hospital Mortality of Patients with Febrile Neutropenia Using Machine Learning Models

BACKGROUND: Febrile neutropenia (FN) has been associated with high mortality among adults with cancer. Current systems for early detection of inpatient FN mortality are based on scoring indexes that require intensive physicians’ subjective evaluation. OBJECTIVE: In this study, we leveraged machine l...

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Detalhes bibliográficos
Publicado no:Int J Med Inform
Main Authors: Du, Xinsong, Min, Jae, Shah, Chintan P., Bishnoi, Rohit, Hogan, William R., Lemas, Dominick J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7255942/
https://ncbi.nlm.nih.gov/pubmed/32325370
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijmedinf.2020.104140
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