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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...
Autores principales: | Hara, Konan, Kobayashi, Yasuki, Tomio, Jun, Ito, Yuki, Svensson, Thomas, Ikesu, Ryo, Chung, Ung-il, Svensson, Akiko Kishi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
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 |
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