Polyp characterization using deep learning and a publicly accessible polyp video database.

Rawen KaderAnton Cid-MejiasPatrick BrandaoShahraz IslamSanjith HebbarJuana González-Bueno PuyalOmer F AhmadMohamed HusseinDaniel TothPeter MountneyEd SewardRoser VegaDanail StoyanovLaurence B Lovat

Published in: Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society (2022)

A single CNN can differentiate adenomas from SSLs and hyperplastic polyps in both NBI and NBI-NF. A publicly accessible NBI polyp video database was created and benchmarked.

Keyphrases

deep learning
convolutional neural network
adverse drug
signaling pathway
oxidative stress
machine learning
pi k akt
nuclear factor
immune response
inflammatory response
electronic health record