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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...

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Main Authors: Batal, Iyad, Valizadegan, Hamed, Cooper, Gregory F., Hauskrecht, Milos
Formato: Artigo
Idioma:Inglês
Publicado: 2013
Assuntos:
Acceso en liña: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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