Care-needs level prediction for elderly long-term care using insurance claims data

Background and objective: Owing to an aging population, the increase in the number of elderly people certified as requiring long-term care has become a critical social issue in Japan. This study aimed to construct a machine learning model predicting the maximum care-needs level required for long-ter...

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Bibliographic Details
Main Authors: Hiroaki Fukunishi, Yasuki Kobayashi
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823001673