HIRA

보건의료 빅데이터 기반 인공지능 활용 전략

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Type
Article
Author(s)
조상아김한상
Issued Date
2021-11-30
Keyword
Big dataHealthcareHealth Insurance Review & Assessment ServiceArtificial Intelligence
Abstract
Background: Healthcare studies mainly use statistical methodologies, but recently, with the development of artificial intelligence (AI) technology, studies to solve the limitations of some existing methodologies are being published. This study aims to suggest a strategy for using AI technology in the future by reviewing existing research and research cases of the last 10 years using artificial intelligence technology.
Methods: We selected research papers and domestic and international journal papers by the Health Insurance Review and Assessment Service since 2010. Health insurance claim data were divided into 'cross-sectional study', 'association and comparative analysis of specific factors', and 'longitudinal cross-sectional, time series analysis study'.
Results: Four situations requiring AI technology were defined, and AI methodologies applicable to each situation were presented.
Conclusion: It is judged that it is necessary to actively discuss more specific situations and various methodologies for the use of big data in health care.
Publisher
심사평가연구소
DOI
https://doi.org/10.52937/hira.21.1.2.196
URI
https://repository.hira.or.kr/handle/2019.oak/2595
Alternative Title
Healthcare Big Data-Based Artificial Intelligence Utilization Strategy
Publisher
심사평가연구소
Location
KOR
Citation
조상아. (2021-11-30). 보건의료 빅데이터 기반 인공지능 활용 전략. HIRA Research, 1(2), 196-207. doi: https://doi.org/10.52937/hira.21.1.2.196
ISSN
2765--6764
Appears in Collections:
HIRA 발간 > 1. HIRA Research
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