A Post-Hoc Interpretable Ensemble Model to Feature Effect Analysis in Warfarin Dose Prediction for Chinese Patients
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DOI: 10.1109/jbhi.2021.3092170
Abstract: To interprete the importance of clinical features and genotypes for warfarin daily dose prediction, we developed a post-hoc interpretable framework based on an ensemble predictive model. This framework includes permutation importance for global interpretation and… read more here.
Keywords: predictive model; model; hoc interpretable; dose prediction ... See more keywords