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About this paper
Ankana Banerjee, Mark van der Giezen, Ole Gunnar Aasprong, Emiel A. M. Janssen, Øyvind Steinsbø, Tore Grimstad, Kjersti Engan
The authors compare 15 ways to combine biopsy-slide representations with clinical measurements to predict three remission outcomes in newly diagnosed inflammatory bowel disease, using inputs from diagnosis or month 3. Across six scenarios, the best fusion method varies by outcome and visit; it beats both single-modality baselines in four and is comparable in two, while slide reliance also varies.
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