Weakly supervised MIL with foundation models enables robust five-grade Nancy index prediction and neutrophilic activity assessment from slide-level labels in multicenter UC biopsies.
Journal of Crohn’s and Colitis19(1), jjae198 (01 2025)
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Weakly Supervised Multicenter Nancy Index Scoring in Ulcerative Colitis Using Foundation Models
Weakly supervised MIL with foundation models enables robust five-grade Nancy index prediction and neutrophilic activity assessment from slide-level labels in multicenter UC biopsies.