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Using machine learning for predicting cervical cancer from Swedish electronic health records by mining hierarchical representations

Electronic health records (EHRs) contain rich documentation regarding disease symptoms and progression, but EHR data is challenging to use for diagnosis prediction due to its high dimensionality, relative scarcity, and substantial level of noise. We investigated how to best represent EHR data for pr...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Weegar, Rebecka, Sundström, Karin
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7444577/
https://ncbi.nlm.nih.gov/pubmed/32822401
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0237911
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