Publications

Selected Publications

Domain‐Conditioned and Temporal‐Guided Diffusion Modeling for Accelerated Dynamic MRI Reconstruction
🧑🏻‍💻 Liping Zhang, Iris Yuwen Zhou, Sydney B Montesi, Li Feng, Fang Liu
📖 NMR in Biomedicine, 2026
[paper] [arxiv] [code]

CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI Reconstruction
🧑🏻‍💻 Liping Zhang, Xiaobo Li, Weitian Chen
📖 IEEE Journal of Biomedical and Health Informatics, 2025
[paper] [arxiv] [code]

Diffusion modeling with domain-conditioned prior guidance for accelerated mri and qmri reconstruction
🧑🏻‍💻 Wanyu Bian, Albert Jang, Liping Zhang, Xiaonan Yang, Zachary Stewart, Fang Liu
📖 IEEE Transactions on Medical Imaging, 2024
[paper] [arxiv]

Feasibility Study of a Diffusion-Based Model for Cross-Modal Generation of Knee MRI from X-ray: Integrating External Radiographic Feature Information
🧑🏻‍💻 Zhe Wang, Yung Hsin Chen, Aladine Chetouani, Fabian Bauer, Yuhua Ru, Fang Chen, Liping Zhang, Rachid Jennane, Mohamed Jarraya
📖 IEEE Journal of Biomedical and Health Informatics, 2025
[paper] [arxiv]

Confidence-driven deep learning framework for early detection of knee osteoarthritis
🧑🏻‍💻 Zhe Wang, Aladine Chetouani, Yung Hsin Chen, Yuhua Ru, Fang Chen, Mohamed Jarraya, Fabian Bauer, Liping Zhang, Didier Hans, Rachid Jennane
📖 IEEE Transactions on Biomedical Engineering, 2025
[paper] [arxiv]

Cascaded frameworks in underwater optical image restoration
🧑🏻‍💻 Bincheng Li, Ziqian Chen, Liuyan Lu, Pengfei Qi, Liping Zhang, Qianwen Ma, Haofeng Hu, Jingsheng Zhai, Xiaobo Li
📖 Information Fusion, 2025
[paper]

CartiMorph: a framework for automated knee articular cartilage morphometrics
🧑🏻‍💻 Yongcheng Yao, Junru Zhong, Liping Zhang, Sheheryar Khan, Weitian Chen
📖 Medical Image Analysis, 2024
[project] [code] [dataset] [paper] [arxiv] [video 1, video 2] [poster]

k-t CLAIR: Self-consistency Guided Multi-prior Learning for Dynamic Parallel MR Image Reconstruction
🧑🏻‍💻 Liping Zhang, Weitian Chen
📖 Statistical Atlases and Computational Models of the Heart, MICCAI Workshop, 2023
[paper] [arxiv] [code] video]

The state-of-the-art in cardiac mri reconstruction: Results of the cmrxrecon challenge in miccai 2023
🧑🏻‍💻 Jun Lyu, Chen Qin, Shuo Wang, …, Liping Zhang, Weitian Chen, …, Xiaobo Qu, He Wang, Chengyan Wang
📖 Medical image analysis, 2025
[paper] [arxiv] [code]

The liver tumor segmentation benchmark (lits)
🧑🏻‍💻 Patrick Bilic, Patrick Christ, Hongwei Bran Li, Eugene Vorontsov, …, Liping Zhang, …, Hayit Greenspan, Leo Joskowicz, Bjoern Menze
📖 Medical image analysis, 2023
[paper] [arxiv]

LPAQR-Net: efficient vertebra segmentation from biplanar whole-spine radiographs
🧑🏻‍💻 Liping Zhang, Lin Shi, Jack Chun-Yiu Cheng, Winnie Chiu-Wing Chu, Simon Chun-Ho Yu
📖 IEEE Journal of Biomedical and Health Informatics, 2021
[paper]

Context-aware PolyUNet for liver and lesion segmentation from abdominal CT images
🧑🏻‍💻 Liping Zhang, Simon Chun-Ho Yu
📖 arXiv:2305.09186 (2023)
[arxiv]