CASCADE propagates Venn-Abers epistemic uncertainty from a screening classifier to adapt non-conformity scores and produce narrower conformal intervals for high-confidence regression cases in PD medication forecasting.
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CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support
CASCADE propagates Venn-Abers epistemic uncertainty from a screening classifier to adapt non-conformity scores and produce narrower conformal intervals for high-confidence regression cases in PD medication forecasting.