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

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Published inPLOS ONE Vol. 16; p. e0254394
Main Authors Konan Hara, Akiko Kishi Svensson, Ryo Ikesu, Yuki Ito, Yasuki Kobayashi, Ung-il Chung, Thomas Svensson, Jun Tomio
Format Journal Article
LanguageJapanese
Published Public Library of Science (PLoS) 27.09.2021
Subjects
Online AccessGet full text
ISSN1932-6203
DOI10.1371/journal.pone.0254394

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Author Yuki Ito
Ryo Ikesu
Yasuki Kobayashi
Ung-il Chung
Jun Tomio
Konan Hara
Thomas Svensson
Akiko Kishi Svensson
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StartPage e0254394
SubjectTerms Algorithms
Chronic Disease
Databases, Factual
Diabetes Mellitus
Dyslipidemias
Female
Humans
Hypertension
Insurance Claim Review
Machine Learning
Male
Medicine
Middle Aged
Neural Networks, Computer
Q
R
Retrospective Studies
Science
Support Vector Machine
Title Claims-based algorithms for common chronic conditions were efficiently constructed using machine learning methods
URI https://cir.nii.ac.jp/crid/1871146592587991552
Volume 16
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