Author

A. Ramirez-Zamora

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#machine learning May 2026

CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support

This work introduces CASCADE (Calibrated Adaptive Scaling via Conformal And Distributional Estimation), a novel conformal prediction framework that propagates epistemic uncertainty from a screening classifier to adapt downstream predictions and achieves continuous risk adaptation.

Ricardo Diaz-Rincon, Mu-Xuan Liang, A. Ramirez-Zamora et al. · arXiv.org · 0 citations