Alexander I. Wright

An evaluation of pathology foundation models with weakly supervised learning for BRAF mutation prediction in melanoma whole slide images

Overall, foundation models combined with weakly supervised learning provide competitive performance for BRAF status prediction in melanoma WSIs, but the findings highlight the need for diverse melanoma datasets and the importance of evaluating model performance beyond a single metric when developing H&E-based computati...