Quantitative diagnostic algorithm using endocytoscopy for superficial nonampullary duodenal epithelial tumors.

Marina Kubo Shoko Ono Isao YokotaShogo MatsumotoYusuke Nishimura Masayoshi Ono Keiko Yamamoto Naoya Sakamoto

Published in: Journal of gastroenterology and hepatology (2023)

Endocytoscopic images of SNADETs reflect histopathological atypia, and computer analysis provides a practical diagnostic algorithm for endoscopic intervention.

Keyphrases

deep learning
machine learning

convolutional neural network
randomized controlled trial

high resolution
ultrasound guided

optical coherence tomography
neural network