3 papers
cs.CV2026
A comprehensive multimodal dataset and benchmark for ulcerative colitis scoring in endoscopy
Noha Ghatwary, Jiangbei Yue, Ahmed Elgendy +8
Ulcerative colitis (UC) is a chronic mucosal inflammatory condition that places patients at increased risk of colorectal cancer. Colonoscopic surveillance remains the gold standard…
cs.CV2025
RobustSurg: Tackling domain generalisation for out-of-distribution surgical scene segmentation
Mansoor Ali, Maksim Richards, Gilberto Ochoa-Ruiz +1
While recent advances in deep learning for surgical scene segmentation have demonstrated promising results on single-centre and single-imaging modality data, these methods usually…
cs.CV2024
Tackling domain generalization for out-of-distribution endoscopic imaging
Mansoor Ali Teevno, Gilberto Ochoa-Ruiz, Sharib Ali
While recent advances in deep learning (DL) for surgical scene segmentation have yielded promising results on single-center and single-imaging modality data, these methods usually…