most citedAssessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

19 citations · 19 across the 2 of their papers we have counts for

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cs.CV2026

A multi-center analysis of deep learning methods for video polyp detection and segmentation

Noha Ghatwary, Pedro Chavarias Solano, Mohamed Ramzy Ibrahim +24

Colonic polyps are well-recognized precursors to colorectal cancer (CRC), typically detected during colonoscopy. However, the variability in appearance, location, and size of these…

cs.CV2022★ 19 cited

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

Sharib Ali, Noha Ghatwary, Debesh Jha +29

Polyps are well-known cancer precursors identified by colonoscopy. However, variability in their size, location, and surface largely affect identification, localisation, and charac…