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ORCIDHancan Zhu
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Publications
- 2026
[j16]Hancan Zhu
, Jinhao Chen, Guanghua He:
MedVKAN: Efficient feature extraction with Mamba and KAN for medical image segmentation. Biomed. Signal Process. Control. 112: 108821 (2026)- [j15]Yibing Huang, Guanghua He, Zhong Li, Keli Hu, Hancan Zhu:
BMF-SegNet: a boundary-aware mamba network with multi-scale frequency interaction for lesion segmentation. J. Supercomput. 82(5): 267 (2026) - [j14]Jinhao Chen, Chao Ma, Jinping Chen, Zhong Li, Zhaoxi Fang, Keli Hu, Guanghua He, Hancan Zhu:
Enhanced medical image segmentation via dual-window state-space encoding and convolution-augmented KAN. Vis. Comput. 42(4): 202 (2026) - 2025
- [j13]Guanghua He, Wangang Cheng, Hancan Zhu, Gaohang Yu:
LoRA-PT: Low-rank adapting UNETR for hippocampus segmentation using principal tensor singular values and vectors. Artif. Intell. Medicine 170: 103254 (2025) - [c4]Guanghua He, Wangang Cheng, Hancan Zhu, Xiaohao Cai, Gaohang Yu:
tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation. MICCAI (16) 2025: 576-585 - [i4]Guanghua He, Wangang Cheng, Hancan Zhu, Xiaohao Cai, Gaohang Yu:
tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation. CoRR abs/2501.02227 (2025) - [i3]Hancan Zhu, Jinhao Chen, Guanghua He:
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation. CoRR abs/2505.11797 (2025) - 2024
- [j12]Zijian Feng, Weihong Huang, Haohao Li, Hancan Zhu, Yanlei Kang, Zhong Li:
DGCPPISP: a PPI site prediction model based on dynamic graph convolutional network and two-stage transfer learning. BMC Bioinform. 25(1): 252 (2024) - [c3]Wangang Cheng, Guanghua He, Hancan Zhu:
Enhancing Hippocampus Segmentation: SwinUNETR Model Optimization with CPS. PRCV (14) 2024: 76-89 - [i2]Guanghua He, Wangang Cheng, Hancan Zhu, Gaohang Yu:
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors. CoRR abs/2407.11292 (2024) - [i1]Wangang Cheng, Guanghua He, Keli Hu, Mingyu Fang, Liang Dong, Zhong Li, Hancan Zhu:
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis. CoRR abs/2409.00884 (2024) - 2023
- [j11]Guanghua He, Guying Zhang, Lianlian Zhou, Hancan Zhu:
Deep convolutional neural network for hippocampus segmentation with boundary region refinement. Medical Biol. Eng. Comput. 61(9): 2329-2339 (2023) - 2020
- [j8]Hancan Zhu, Guanghua He:
Joint Neighboring Coding with a Low-Rank Constraint for Multi-Atlas Based Image Segmentation. J. Medical Imaging Health Informatics 10(2): 310-315 (2020) - 2018
- [j4]Hancan Zhu, Guanghua He, Ze Wang:
Patch-based local learning method for cerebral blood flow quantification with arterial spin-labeling MRI. Medical Biol. Eng. Comput. 56(6): 951-956 (2018)
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