A two-stage conformal model predicts whether Parkinson's patients need medication changes and bounds future levodopa-equivalent dose adjustments with calibrated intervals.
Discriminative jackknife: Quantifying uncertainty in deep learning via higher-order influence functions
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Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach
A two-stage conformal model predicts whether Parkinson's patients need medication changes and bounds future levodopa-equivalent dose adjustments with calibrated intervals.