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Permutation-based identification of important biomarkers for complex diseases via machine learning models

Medicine and Health

Permutation-based identification of important biomarkers for complex diseases via machine learning models

X. Mi, B. Zou, et al.

Discover how PermFIT, a groundbreaking feature importance test developed by Xinlei Mi, Baiming Zou, Fei Zou, and Jianhua Hu, revolutionizes the identification of key biomarkers in complex diseases. This innovative tool enhances prediction accuracy without requiring model refitting, demonstrating its practical utility through rigorous analysis of TCGA kidney tumor and HITChip atlas data.

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