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

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 segmentation mod...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:EBioMedicine
Egile Nagusiak: Yao, Liwen, Zhang, Jun, Liu, Jun, Zhu, Liangru, Ding, Xiangwu, Chen, Di, Wu, Huiling, Lu, Zihua, Zhou, Wei, Zhang, Lihui, Xu, Bo, Hu, Shan, Zheng, Biqing, Yang, Yanning, Yu, Honggang
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Elsevier 2021
Gaiak:
Research Paper
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7921468/
https://ncbi.nlm.nih.gov/pubmed/33639404
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ebiom.2021.103238
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