Publications by authors named "Zhangyang Mian"
A review of deep learning approaches for multimodal image segmentation of liver cancer.
J Appl Clin Med Phys
December 2024
Article Synopsis
- This review focuses on the advancements in deep learning techniques used for multimodal fusion image segmentation specifically related to liver cancer treatment and monitoring.
- It highlights the importance of accurate image segmentation for hepatocellular carcinoma and discusses various deep learning architectures like CNN and U-Net, which improve the precision of segmentation processes.
- The paper also addresses challenges in current research, such as data imbalance and model interpretability, while suggesting future directions for enhancing medical imaging accuracy and clinical decision-making.