Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis.

Weitong Huang,Hanna Suominen,Tommy Liu,Gregory Rice,Carlos Salomon,Amanda S Barnard

Journal of biomedical informatics（2023）

引用 4|浏览12

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摘要

The resulting guidelines provide a general framework for practical application of XAI in medical research that can inform clinicians and validate and explain cancer biomarkers.

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关键词

Cancer screening,Evaluation study as topic,Medical informatics,Supervised machine learning

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