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DeepMPM: a mortality risk prediction model using longitudinal EHR data

BACKGROUND: Accurate precision approaches have far not been developed for modeling mortality risk in intensive care unit (ICU) patients. Conventional mortality risk prediction methods can hardly extract the information in longitudinal electronic medical records (EHRs) effectively, since they simply...

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Detalles Bibliográficos
Autores principales: Yang, Fan, Zhang, Jian, Chen, Wanyi, Lai, Yongxuan, Wang, Ying, Zou, Quan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9561325/
https://www.ncbi.nlm.nih.gov/pubmed/36241976
http://dx.doi.org/10.1186/s12859-022-04975-6