A deep learning-based system for bile duct annotation and station recognition in linear endoscopic ultrasound

A deep learning-based system for bile duct annotation and station recognition in linear endoscopic ultrasound

Summary: Background: Detailed evaluation of bile duct (BD) is main focus during endoscopic ultrasound (EUS). The aim of this study was to develop a system for EUS BD scanning augmentation. Methods: The scanning was divided into 4 stations. We developed a station classification model and a BD segmen...

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Bibliographic Details
Main Authors: Liwen Yao, Jun Zhang, Jun Liu, Liangru Zhu, Xiangwu Ding, Di Chen, Huiling Wu, Zihua Lu, Wei Zhou, Lihui Zhang, Bo Xu, Shan Hu, Biqing Zheng, Yanning Yang, Honggang Yu
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:EBioMedicine
Subjects:
Endoscopic ultrasound
Biliary tract
Training
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396421000311

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http://www.sciencedirect.com/science/article/pii/S2352396421000311

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