GRASP uses Shapley values and group L21 regularization to identify fewer, less redundant, and more stable features for medical predictions while matching or exceeding the accuracy of prior methods.
Association between lactate dehydrogenase levels and all-cause mortality in icu patients with heart failure: a retrospective analysis of the mimic-iv database,
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GRASP: group-Shapley feature selection for patients
GRASP uses Shapley values and group L21 regularization to identify fewer, less redundant, and more stable features for medical predictions while matching or exceeding the accuracy of prior methods.