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Using Machine Learning to Identify Key Subject Categories Predicting the Pre-Clerkship and Clerkship Performance: 8-Year Cohort Study

Shiau-Shian Huang,Yu-Fan Lin,Anna YuQing Huang, Ji-Yang Lin,Ying-Ying Yang,Sheng-Min Lin, Wen-Yu Lin,Pin-Hsiang Huang, Tzu-Yao Chen,Stephen J. H. Yang,Jiing-Feng Lirng,Chen-Huan Chen

Journal of the Chinese Medical Association（2024）

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Key words
Area under the ROC curve,Cohort study,Machine learning,Medical students,Random forest
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