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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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Podrobná bibliografie
Vydáno v:Proc ACM Conf Health Inference Learn (2020)
Hlavní autoři: Afshar, Ardavan, Perros, Ioakeim, Park, Haesun, deFilippi, Christopher, Yan, Xiaowei, Stewart, Walter, Ho, Joyce, Sun, Jimeng
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup: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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