Application of deep learning in the diagnosis and evaluation of ulcerative colitis disease severity.

Xinyi JiangXudong LuoQiong NanYan YeYinglei MiaoJiarong Miao

Published in: Therapeutic advances in gastroenterology (2023)

The proposed artificial intelligence model, based on MES and UCEIS evaluations from expert gastroenterologists, offered precise assessment of inflammation in UC endoscopic images and reliably predicted histological remission.

Keyphrases

deep learning
artificial intelligence
ulcerative colitis
convolutional neural network
big data
machine learning
oxidative stress
ultrasound guided
clinical practice
rheumatoid arthritis
optical coherence tomography
endoscopic submucosal dissection