MRI-based automatic identification and segmentation of extrahepatic cholangiocarcinoma using deep learning network

MRI-based automatic identification and segmentation of extrahepatic cholangiocarcinoma using deep learning network

Abstract Background Accurate identification of extrahepatic cholangiocarcinoma (ECC) from an image is challenging because of the small size and complex background structure. Therefore, considering the limitation of manual delineation, it’s necessary to develop automated identification and segmentati...

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Bibliographic Details
Main Authors: Chunmei Yang, Qin Zhou, Mingdong Li, Lulu Xu, Yanyan Zeng, Jiong Liu, Ying Wei, Feng Shi, Jing Chen, Pinxiong Li, Yue Shu, Lu Yang, Jian Shu
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Cancer
Subjects:
Extrahepatic cholangiocarcinoma
Magnetic resonance imaging
Automatic identification
Automatic segmentation
Deep learning
Online Access:https://doi.org/10.1186/s12885-023-11575-x

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