CONRep: Uncertainty-Aware Vision-Language Report Drafting Using Conformal Prediction

Danial Elyassirad, Benyamin Gheiji, Mahsa Vatanparast +5

Automated radiology report drafting (ARRD) using vision-language models (VLMs) has advanced rapidly, yet most systems lack explicit uncertainty estimates, limiting trust and safe c…