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Deep neural network models for identifying incident dementia using claims and EHR datasets

This study investigates the use of deep learning methods to improve the accuracy of a predictive model for dementia, and compares the performance to a traditional machine learning model. With sufficient accuracy the model can be deployed as a first round screening tool for clinical follow-up includi...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Nori, Vijay S., Hane, Christopher A., Sun, Yezhou, Crown, William H., Bleicher, Paul A.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7514098/
https://ncbi.nlm.nih.gov/pubmed/32970677
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0236400
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