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A Temporal Pattern Mining Approach for Classifying Electronic Health Record Data

We study the problem of learning classification models from complex multivariate temporal data encountered in electronic health record systems. The challenge is to define a good set of features that are able to represent well the temporal aspect of the data. Our method relies on temporal abstraction...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Batal, Iyad, Valizadegan, Hamed, Cooper, Gregory F., Hauskrecht, Milos
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2013
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4192602/
https://ncbi.nlm.nih.gov/pubmed/25309815
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/2508037.2508044
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