Pitfalls of Conformal Predictions for Medical Image Classification

Hendrik Mehrtens, Tabea Bucher, Titus J. Brinker

Reliable uncertainty estimation is one of the major challenges for medical classification tasks. While many approaches have been proposed, recently the statistical framework of con…