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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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Detalles Bibliográficos
Autores principales: Nori, Vijay S., Hane, Christopher A., Sun, Yezhou, Crown, William H., Bleicher, Paul A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514098/
https://www.ncbi.nlm.nih.gov/pubmed/32970677
http://dx.doi.org/10.1371/journal.pone.0236400