Using permutations to assess confounding in machine learning applications for digital health

Elias Chaibub Neto, Abhishek Pratap, Thanneer M Perumal +4

Clinical machine learning applications are often plagued with confounders that can impact the generalizability and predictive performance of the learners. Confounding is especially…