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Phenotype Inference with Semi-Supervised Mixed Membership Models

Disease phenotyping algorithms are designed to sift through clinical data stores to identify patients with specific diseases. Supervised phenotyping methods require significant quantities of expert-labeled data, while unsupervised methods may learn spurious or non-disease phenotypes. To address thes...

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Detalhes bibliográficos
Publicado no:Proc Mach Learn Res
Main Authors: Rodriguez, Victor A., Perotte, Adler
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7266114/
https://ncbi.nlm.nih.gov/pubmed/32490377
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