Multiple-instance-learning-based detection of coeliac disease in histological whole-slide images

<p>We present a multiple-instance-learning-based scheme for detecting coeliac disease, an autoimmune disorder affecting the intestine, in histological whole-slide images (WSIs) of&nbsp;duodenal biopsies. We train our model to detect 2 distinct classes, normal tissue and coeliac disease, on...

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Main Authors: Denholm, J, Schreiber, BA, Evans, SC, Crook, OM, Sharma, A, Watson, JL, Bancroft, H, Langman, G, Gilbey, JD, Schönlieb, C-B, Arends, MJ, Soilleux, EJ
פורמט: Journal article
שפה:English
יצא לאור: Elsevier 2022

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