Use and Misuse of Machine Learning Variable Importance Metrics in Medicine: Demonstrations through Incident Stroke Prediction
Meredith L. Wallace(University of Pittsburgh), Daniel J. Buysse(University of Pittsburgh Medical Center), Susan Redline(Brigham and Women's Hospital), Lucas Mentch(University of Pittsburgh), Amanda Tapia(University of Pittsburgh), Marc Richards(University of Pittsburgh), Lixia Yi(University of Pittsburgh), Siyu Zhou(Guangxi Medical University), Bradley J. Wheeler(University of Pittsburgh)
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