Deep learning-based anatomical site classification for upper gastrointestinal endoscopy.

Qi HeSophia BanoOmer F AhmadBo YangXin ChenPietro ValdastriLaurence B LovatDanail StoyanovSiyang Zuo

Published in: International journal of computer assisted radiology and surgery (2020)

Our study presents a framework for developing automated EGD reports using deep learning. We demonstrate that our method is feasible to address EGD image classification and can lead towards improved performance and additionally qualitatively demonstrate its performance on our dataset.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
machine learning
emergency department
adverse drug