Use and performance of machine learning models for type 2 diabetes prediction in community settings: A systematic review and meta-analysis

International Journal of Medical Informatics(2020)

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摘要
•Machine learning models for type 2 diabetes prediction demonstrated high performance.•Lack of external validation poses barriers to implementation across communities.•Methodological issues may need to be addressed before they are used at scale.
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关键词
Diabetes mellitus,Type 2,Diagnosis,Prognosis,Machine learning,Meta-Analysis
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