Colonoscopy Landmark Detection using Vision Transformers. (arXiv:2209.11304v2 [cs.CV] UPDATED)

Colonoscopy is a routine outpatient procedure used to examine the colon and
rectum for any abnormalities including polyps, diverticula and narrowing of
colon structures. A significant amount of the clinician's time is spent in
post-processing snapshots taken during the colonoscopy procedure, for
maintaining medical records or further investigation. Automating this step can
save time and improve the efficiency of the process. In our work, we have
collected a dataset of 120 colonoscopy videos and 2416 snapshots taken during
the procedure, …

arxiv detection transformers vision