Detection of medications associated with Alzheimer's disease using ensemble methods and cooperative game theory.

B Braithwaite,J Paananen,H Taipale,A Tanskanen,J Tiihonen,S Hartikainen,A-M Tolppanen

International Journal of Medical Informatics（2020）

引用 3|浏览24

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摘要

•Pattern recognition and game theory for knowledge organization.•A data-driven approach to exploratory analysis in pharmacoepidemiology.•Approach validated by previous pharmacoepidemiological studies.

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关键词

Pattern recognition,Knowledge organization,Feature attribution,Cooperative game theory,Shapley value,Gradient boosting,Alzheimer's disease,Nested case-control study,Pharmacoepidemiology

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