DynTransNet: Dynamic Transformer Network with multi-scale attention for liver cancer segmentation

DynTransNet: Dynamic Transformer Network with multi-scale attention for liver cancer segmentation

IntroductionHepatocellular carcinoma (HCC), a predominant subtype of liver cancer, remains Q7 a major contributor to global cancer mortality. Accurate delineation of liver tumors in CT and MRI scans is critical for treatment planning and clinical decision-making. However, manual segmentation is time...

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Bibliographic Details
Main Authors: Siming Zheng, A. S. M. Sharifuzzaman Sagar, Yu Chen, Zehao Yu, Shi Ying, Yongyi Zeng
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Oncology
Subjects:
liver cancer
segmentation
deep learning
hepatocellular carcinoma
liver tumor
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1569083/full
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