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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Bibliographic Details
Main Authors: Konan Hara, Yasuki Kobayashi, Jun Tomio, Yuki Ito, Thomas Svensson, Ryo Ikesu, Ung-Il Chung, Akiko Kishi Svensson
Format: article
Language:EN
Published: Public Library of Science (PLoS) 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/8b08fd73c1ee4e7aac16a7eba522ab9e
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