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Timesias: A machine learning pipeline for predicting outcomes from time-series clinical records

The prediction of outcomes is a critical part of the clinical surveillance for hospitalized patients. Here, we present Timesias, a machine learning pipeline which predicts outcomes from real-time sequential clinical data. The strategy implemented in Timesias is the first-place solution in the crowd-...

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Detalles Bibliográficos
Publicado en:STAR Protoc
Autores principales: Zhang, Hanrui, Yi, Daiyao, Guan, Yuanfang
Formato: Artigo
Lenguaje:Inglês
Publicado: Elsevier 2021
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC8260877/
https://ncbi.nlm.nih.gov/pubmed/34258599
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.xpro.2021.100639
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