Cargando…
Development and Evaluation of Machine Learning-Based High-Cost Prediction Model Using Health Check-Up Data by the National Health Insurance Service of Korea
In this study, socioeconomic, medical treatment, and health check-up data from 2010 to 2017 of the National Health Insurance Service (NHIS) of Korea were analyzed. This year’s socioeconomic, treatment, and health check-up data are used to develop a predictive model for high medical expenses in the n...
Autores principales: | Choi, Yeongah, An, Jiho, Ryu, Seiyoung, Kim, Jaekyeong |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9603723/ https://www.ncbi.nlm.nih.gov/pubmed/36294248 http://dx.doi.org/10.3390/ijerph192013672 |
Ejemplares similares
-
Data Resource Profile: The National Health Information Database of the National Health Insurance Service in South Korea
por: Cheol Seong, Sang, et al.
Publicado: (2017) -
Cohort profile: the National Health Insurance Service-National Health Screening Cohort (NHIS-HEALS) in Korea
por: Seong, Sang Cheol, et al.
Publicado: (2017) -
Effects of public and private health insurance on medical service utilization in the National Health Insurance System: National panel study in the Republic of Korea
por: Sohn, Minsung, et al.
Publicado: (2016) -
Epidemiology of Moyamoya Disease in Korea: Based on National Health Insurance Service Data
por: Kim, Tackeun, et al.
Publicado: (2015) -
Incidence and Direct Medical Cost of Adjustment Disorder and in Korea Using National Health Insurance Service Claims Data From 2011 to 2017
por: Yang, Kyo-Jin, et al.
Publicado: (2021)