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Pengchen Liang
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2020 – today
- 2025
- [j12]Xiaoxu Cui, Renkai Wu
, Yinghao Liu, Peizhan Chen, Qing Chang, Pengchen Liang, Changyu He:
scSMD: a deep learning method for accurate clustering of single cells based on auto-encoder. BMC Bioinform. 26(1): 33 (2025) - [j11]Renkai Wu
SK-VM++: Mamba assists skip-connections for medical image segmentation. Biomed. Signal Process. Control. 105: 107646 (2025) - [j10]Renkai Wu
Laparoscopic stereo matching using 3-Dimensional Fourier transform with full multi-scale features. Eng. Appl. Artif. Intell. 139: 109654 (2025) - [j9]Renkai Wu
H-vmunet: High-order Vision Mamba UNet for medical image segmentation. Neurocomputing 624: 129447 (2025) - [j8]Zhuangzhuang Chen
Divide and augment: Supervised domain adaptation via sample-wise feature fusion. Inf. Fusion 115: 102757 (2025) - [i8]Haishan Huang, Pengchen Liang, Naier Lin, Luxi Wang, Bin Pu, Jianguo Chen, Qing Chang, Xia Shen, Guo Ran:
Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans. CoRR abs/2502.14363 (2025) - [i7]Pengchen Liang, Bin Pu, Haishan Huang, Yiwei Li, Hualiang Wang, Weibo Ma, Qing Chang:
Vision Foundation Models in Medical Image Analysis: Advances and Challenges. CoRR abs/2502.14584 (2025) - [i6]Pengchen Liang, Leijun Shi, Huiping Yao, Bin Pu, Jianguo Chen, Lei Zhao, Haishan Huang, Zhuangzhuang Chen, Zhaozhao Xu, Lite Xu, Qing Chang, Yiwei Li:
Semantic Prior Distillation with Vision Foundation Model for Enhanced Rapid Bone Scintigraphy Image Restoration. CoRR abs/2503.02321 (2025) - [i5]Pengchen Liang, Haishan Huang, Bin Pu, Jianguo Chen, Xiang Hua, Jing Zhang, Weibo Ma, Zhuangzhuang Chen, Yiwei Li, Qing Chang:
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation. CoRR abs/2503.06976 (2025) - 2024
- [j7]Renkai Wu
MHorUNet: High-order spatial interaction UNet for skin lesion segmentation. Biomed. Signal Process. Control. 88(Part B): 105517 (2024) - [j6]Renkai Wu
HSH-UNet: Hybrid selective high order interactive U-shaped model for automated skin lesion segmentation. Comput. Biol. Medicine 168: 107798 (2024) - [j5]Renkai Wu
MCF-SMSIS: Multi-tasking with complementary functions for stereo matching and surgical instrument segmentation. Comput. Biol. Medicine 179: 108923 (2024) - [j4]Pengchen Liang
RSKD: Enhanced medical image segmentation via multi-layer, rank-sensitive knowledge distillation in Vision Transformer models. Knowl. Based Syst. 293: 111664 (2024) - [j3]Shang Wu, Yaxin Zhu, Pengchen Liang
DSCU-Net: MEMS Defect Detection Using Dense Skip-Connection U-Net. Symmetry 16(3): 300 (2024) - [j2]Renkai Wu
Automatic Segmentation of Hemorrhages in the Ultra-Wide Field Retina: Multi-Scale Attention Subtraction Networks and an Ultra-Wide Field Retinal Hemorrhage Dataset. IEEE J. Biomed. Health Informatics 28(12): 7369-7381 (2024) - [i4]Renkai Wu
H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation. CoRR abs/2403.13642 (2024) - [i3]Renkai Wu
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation. CoRR abs/2403.20035 (2024) - [i2]Renkai Wu
Toward Zero-Shot Learning for Visual Dehazing of Urological Surgical Robots. CoRR abs/2410.01395 (2024) - 2023
- [i1]Renkai Wu
Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification. CoRR abs/2311.15625 (2023) - 2022
- [j1]Zezhou Hao, Pengchen Liang
Prognostic risk assessment model and drug sensitivity analysis of colon adenocarcinoma (COAD) based on immune-related lncRNA pairs. BMC Bioinform. 23(1): 435 (2022) - [c1]Luyang Jie, Pengchen Liang
ADAN: An Adversarial Domain Adaptation Neural Network for Early Gastric Cancer Prediction. EMBC 2022: 2169-2172
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