Cardiology record multi-label classification using latent Dirichlet allocation

Computer Methods and Programs in Biomedicine, pp. 111-119, 2018.

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Abstract:

•Background: Electronic Health Records (EHRs) comprise valuable in- formation that should be represented in a compact though comprehensive way for automatic processing.•Methods: Latent Dirichlet Allocation allows to detect latent topics from unannotated data and represent EHRs by means of multinomial distribu- tions.•Contributions: 1. ass...More

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