Pengchen Liang

According to our database, Pengchen Liang authored at least 23 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

scSMD: a deep learning method for accurate clustering of single cells based on auto-encoder.

Xiaoxu Cui, Renkai Wu, Yinghao Liu, Peizhan Chen, Qing Chang, Pengchen Liang, Changyu He

BMC Bioinform., December, 2025

MambaSAM: A Visual Mamba-Adapted SAM Framework for Medical Image Segmentation.

Pengchen Liang, Leijun Shi, Bin Pu, Renkai Wu, Jianguo Chen, Lixin Zhou, Lite Xu, Zhuangzhuang Chen, Qing Chang, Yiwei Li

IEEE J. Biomed. Health Informatics, August, 2025

MS-UMamba: An Improved Vision Mamba Unet for Fetal Abdominal Medical Image Segmentation.

Caixu Xu, Junming Wei, Huizhen Chen, Pengchen Liang, Bocheng Liang, Ying Tan, Xintong Wei

CoRR, June, 2025

DCD: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber View.

Donglian Li, Hui Guo, Minglang Chen, Huizhen Chen, Jialing Chen, Bocheng Liang, Pengchen Liang, Ying Tan

CoRR, June, 2025

Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation.

Pengchen Liang, Haishan Huang, Bin Pu, Jianguo Chen, Xiang Hua, Jing Zhang, Weibo Ma, Zhuangzhuang Chen, Yiwei Li, Qing Chang

CoRR, March, 2025

Semantic Prior Distillation with Vision Foundation Model for Enhanced Rapid Bone Scintigraphy Image Restoration.

Pengchen Liang, Leijun Shi, Huiping Yao, Bin Pu, Jianguo Chen, Lei Zhao, Haishan Huang, Zhuangzhuang Chen, Zhaozhao Xu, Lite Xu, Qing Chang, Yiwei Li

CoRR, March, 2025

Vision Foundation Models in Medical Image Analysis: Advances and Challenges.

Pengchen Liang, Bin Pu, Haishan Huang, Yiwei Li, Hualiang Wang, Weibo Ma, Qing Chang

CoRR, February, 2025

Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans.

Haishan Huang, Pengchen Liang, Naier Lin, Luxi Wang, Bin Pu, Jianguo Chen, Qing Chang, Xia Shen, Guo Ran

CoRR, February, 2025

Divide and augment: Supervised domain adaptation via sample-wise feature fusion.

Zhuangzhuang Chen, Bin Pu, Lei Zhao, Jie He, Pengchen Liang

Inf. Fusion, 2025

H-vmunet: High-order Vision Mamba UNet for medical image segmentation.

Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang

Neurocomputing, 2025

Laparoscopic stereo matching using 3-Dimensional Fourier transform with full multi-scale features.

Renkai Wu, Pengchen Liang, Yinghao Liu, Yiqi Huang, Wangyan Li, Qing Chang

Eng. Appl. Artif. Intell., 2025

SK-VM++: Mamba assists skip-connections for medical image segmentation.

Renkai Wu, Liuyue Pan, Pengchen Liang, Qing Chang, Xianjin Wang, Weihuan Fang

Biomed. Signal Process. Control., 2025

2024

Automatic Segmentation of Hemorrhages in the Ultra-Wide Field Retina: Multi-Scale Attention Subtraction Networks and an Ultra-Wide Field Retinal Hemorrhage Dataset.

Renkai Wu, Pengchen Liang, Yiqi Huang, Qing Chang, Huiping Yao

IEEE J. Biomed. Health Informatics, December, 2024

DSCU-Net: MEMS Defect Detection Using Dense Skip-Connection U-Net.

Shang Wu, Yaxin Zhu, Pengchen Liang

Symmetry, March, 2024

MHorUNet: High-order spatial interaction UNet for skin lesion segmentation.

Renkai Wu, Pengchen Liang, Xuan Huang, Liu Shi, Yuandong Gu, Haiqin Zhu, Qing Chang

Biomed. Signal Process. Control., February, 2024

HSH-UNet: Hybrid selective high order interactive U-shaped model for automated skin lesion segmentation.

Renkai Wu, Hongli Lv, Pengchen Liang, Xiaoxu Cui, Qing Chang, Xuan Huang

Comput. Biol. Medicine, January, 2024

RSKD: Enhanced medical image segmentation via multi-layer, rank-sensitive knowledge distillation in Vision Transformer models.

Pengchen Liang, Jianguo Chen, Qing Chang, Lei Yao

Knowl. Based Syst., 2024

Toward Zero-Shot Learning for Visual Dehazing of Urological Surgical Robots.

Renkai Wu, Xianjin Wang, Pengchen Liang, Zhenyu Zhang, Qing Chang, Hao Tang

CoRR, 2024

UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation.

Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang

CoRR, 2024

MCF-SMSIS: Multi-tasking with complementary functions for stereo matching and surgical instrument segmentation.

Renkai Wu, Changyu He, Pengchen Liang, Yinghao Liu, Yiqi Huang, Weiping Liu, Biao Shu, Panlong Xu, Qing Chang

Comput. Biol. Medicine, 2024

2023

Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification.

Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang

CoRR, 2023

2022

Prognostic risk assessment model and drug sensitivity analysis of colon adenocarcinoma (COAD) based on immune-related lncRNA pairs.

Zezhou Hao, Pengchen Liang, Changyu He, Shuang Sha, Ziyuan Yang, Yixin Liu, Junfeng Shi, Zhenggang Zhu, Qing Chang

BMC Bioinform., December, 2022

ADAN: An Adversarial Domain Adaptation Neural Network for Early Gastric Cancer Prediction.

Luyang Jie, Pengchen Liang, Ziyuan Zhao, Jianguo Chen, Qing Chang, Zeng Zeng

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022