Computer-aided diagnosis of serrated colorectal lesions using non-magnified white-light endoscopic images.

Daiki NemotoZhe GuoBoyuan PengRuiyao ZhangYuki NakajimaYoshikazu HayashiTakeshi YamashinaMasato AizawaKenichi UtanoAlan Kawarai LeforXin ZhuKazutomo Togashi

Published in: International journal of colorectal disease (2022)

The classifier (1) developed using white-light images alone compares favorably with experts in differentiating adenomas from serrated lesions. However, the classifier (2) to identify sessile serrated adenoma/polyps is inferior to experts.

Keyphrases

deep learning
convolutional neural network
optical coherence tomography
ultrasound guided
magnetic resonance imaging
chronic rhinosinusitis
magnetic resonance