Claims-based algorithms for common chronic conditions were efficiently constructed using machine learning methods

Identification of medical conditions using claims data is generally conducted with algorithms based on subject-matter knowledge. However, these claims-based algorithms (CBAs) are highly dependent on the knowledge level and not necessarily optimized for target conditions. We investigated whether mach...

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Detalles Bibliográficos
Autores principales: Hara, Konan, Kobayashi, Yasuki, Tomio, Jun, Ito, Yuki, Svensson, Thomas, Ikesu, Ryo, Chung, Ung-il, Svensson, Akiko Kishi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8476042/
https://www.ncbi.nlm.nih.gov/pubmed/34570785
http://dx.doi.org/10.1371/journal.pone.0254394

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8476042/
https://www.ncbi.nlm.nih.gov/pubmed/34570785
http://dx.doi.org/10.1371/journal.pone.0254394

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