An evaluation of time series summary statistics as features for clinical prediction tasks

BACKGROUND: Clinical prediction tasks such as patient mortality, length of hospital stay, and disease diagnosis are highly important in critical care research. The existing studies for clinical prediction mainly used simple summary statistics to summarize information from physiological time series....

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Detalles Bibliográficos
Autores principales: Guo, Chonghui, Lu, Menglin, Chen, Jingfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7059727/
https://www.ncbi.nlm.nih.gov/pubmed/32138733
http://dx.doi.org/10.1186/s12911-020-1063-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7059727/
https://www.ncbi.nlm.nih.gov/pubmed/32138733
http://dx.doi.org/10.1186/s12911-020-1063-x

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