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 duodenal biopsies. We train our model to detect 2 distinct classes, normal tissue and coeliac disease, on...
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
|
פריטים דומים
-
Multiple-instance-learning-based detection of coeliac disease in histological whole-slide images
מאת: J. Denholm, et al.
יצא לאור: (2022-01-01) -
Stain normalization gives greater generalizability than stain jittering in neural network training for the classification of coeliac disease in duodenal biopsy whole slide images
מאת: B.A. Schreiber, et al.
יצא לאור: (2023-01-01) -
Rapid artefact removal and H&E-stained tissue segmentation
מאת: B. A. Schreiber, et al.
יצא לאור: (2024-01-01) -
CD, or not CD, that is the question: a digital interobserver agreement study in coeliac disease
מאת: Mark J Arends, et al.
יצא לאור: (2024-07-01) -
Fully automated real-time PCR for EGFR testing in non-small cell lung carcinoma
מאת: Colling, R, et al.
יצא לאור: (2018)