Quantifying Uncertainty in Brain Age Predictions via Conformal Prediction
Ujjwal Samanta, Golia Shafiei, Helmet Talib Karim, Theodore Daniel Satterthwaite, Andrew Chen
This paper introduces brain age intervals (BAIs) as a method to quantify uncertainty in brain age predictions using conformal prediction, showing stable coverage and highlighting the need for larger samples.
bioRxiv · Sep 11, 2026 · PreprintNeuroscience