Upper endoscopy photodocumentation quality evaluation with novel deep learning system.

Yuan-Yen ChangHsu-Heng YenPai-Chi LiRuey-Feng ChangChia Wei YangYang-Yuan ChenWen-Yen Chang

Published in: Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society (2021)

We report the use of a deep learning model to audit endoscopy photodocumentation quality in our unit. Endoscopists with better performance in colonoscopy had a better performance for this quality indicator. The use of such an AI system may help the endoscopy unit audit endoscopy performance.

Keyphrases

deep learning
small bowel
artificial intelligence
quality improvement
machine learning