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
Autores principales: Zhang, Hanrui, Yi, Daiyao, Guan, Yuanfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Protocol
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8260877/
https://www.ncbi.nlm.nih.gov/pubmed/34258599
http://dx.doi.org/10.1016/j.xpro.2021.100639

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8260877/
https://www.ncbi.nlm.nih.gov/pubmed/34258599
http://dx.doi.org/10.1016/j.xpro.2021.100639

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