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TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records

Phenotyping electronic health records (EHR) focuses on defining meaningful patient groups (e.g., heart failure group and diabetes group) and identifying the temporal evolution of patients in those groups. Tensor factorization has been an effective tool for phenotyping. Most of the existing works ass...

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Detalhes bibliográficos
Publicado no:Proc ACM Conf Health Inference Learn (2020)
Main Authors: Afshar, Ardavan, Perros, Ioakeim, Park, Haesun, deFilippi, Christopher, Yan, Xiaowei, Stewart, Walter, Ho, Joyce, Sun, Jimeng
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7924914/
https://ncbi.nlm.nih.gov/pubmed/33659966
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3368555.3384464
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