Uncertainty-aware abstention in medical diagnosis based on medical texts

Artem Vazhentsev, Ivan Sviridov, Alvard Barseghyan +5

This study addresses the critical issue of reliability for AI-assisted medical diagnosis. We focus on the selection prediction approach that allows the diagnosis system to abstain…