Development of Prediction Models for Needs and Resources Service Using Big Data Related to Elderly Care
Yeonjin Kim,
Taehoon Lee,
So-Young Min
et al.
Abstract:Objectives: In this study, we aimed to verify the possibility of utilizing the integrated case management big data in Korea to identify the complex care needs of the elderly in the community and link them to appropriate resources through a machine learning-based predictive model. Methods: Three merged datasets were made by combining different combinations of the data from integrated case management, elderly care service, and Community Integrated Care Leading Project conducted in Korea. Due to the issue of mult… Show more
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