Automated extraction of potential migraine biomarkers using a semantic graph

Wytze J. Vlietstra,Ronald Zielman,Robin M. van Dongen,Erik A. Schultes, Floris Wiesman,Rein Vos,Erik M. van Mulligen,Jan A. Kors

Journal of Biomedical Informatics（2017）

引用 29|浏览25

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摘要

•Potential biomarkers are found using knowledge mined from literature and databases.•Results are compared with a manually performed literature review.•Ranking on number of connecting concepts works best, with ROC-AUC’s of 95–97%•It is questionable whether concepts’ current granularity is always necessary.

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关键词

Knowledge graph,Graph semantics,Biomarker identification,Migraine biomarkers,Semantic subgraph

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