Patients having surgery for unresectable or high-risk polyps can face risks of complications and increased costs. 3 Modern polyp classification techniques (e.g., Paris, virtual …

2020年11月4日 · Used extensively in the East, the Kudo pit pattern classification system has been adopted in the Western world as well. 17–20 It requires magnification colonoscopy with dye …

Kudo et al classified colorectal polyps according to their appearance, structure and staining patterns. Type I pits appear as roundish pits; Type II pits appear as stellar or papillary pits; …

The mucosal surface seen with chromoendoscopy or NBI is useful in assessing polyp histology. Kudo describes five different ‘pit patterns’. 6 Type I describes small round pits that typically …

2014年9月21日 · Kudo's pit pattern classification is an accurate diagnostic method for the differentiation of neoplastic colorectal lesions. Publication bias is significant in the current …

We propose a deep learning model for classifying colon polyps based on the Kudo’s classification schema, using basic colonoscopy equipment. We train a deep convolutional model with a …

2022年5月7日 · The assessment of polyps according to Kudo's classification is a useful tool for assessing the malignancy of lesions as part of a routine colonoscopy.

Kudo et al[5] first highlighted the feasibility of apply-ing the “pit patterns” to distinguish neoplastic and non-neoplastic polyps via magnifying endoscopy. Kudo et al[5] classified colorectal polyps …

The Kudo classification is based on the ob-servation that the pit pattern is related to the histopathological structure of the polyp. Type 1 is intended to correspond with normal muco …

Colonic polyps are tumor-like lesions on the colonic mucosa, usually benign but may develop into malignant tumors, thus requiring early detection and treatment [1, 2].