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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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Bibliographische Detailangaben
Veröffentlicht in:Int J Med Inform
Hauptverfasser: Du, Xinsong, Min, Jae, Shah, Chintan P., Bishnoi, Rohit, Hogan, William R., Lemas, Dominick J.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
Schlagworte:
Online Zugang: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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