| 2025 | PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET Reconstruction. | Yuxuan Long, Yulin Zhang, Hong Wang, Xiaodong Kuang, Hailiang Huang, Fan Rao, Huafeng Liu, Yefeng Zheng, Wentao Zhu |
| 2025 | BiMSRec: A Progressive Image Reconstruction Framework for Medical Image Fusion Guided by Multi-scale Deformation Fields. | Nuoer Long, Kaiwen Yang, Xinyu Xie, Zitong Yu, Tao Tan, Yue Sun |
| 2025 | MSDG-StyleNet: Multi-source Unsupervised Domain-Generalized CBCT-to-CT Translation with Style-Consistent Disentangled Representations. | Xin Long, Xinrui Liu, Fan Gan |
| 2025 | Progressive Semi-supervised Landmark Detection Algorithm For Intrapartum Ultrasound Measurement. | Zelan Li, Hansen Zhang, Zhengyang Zhang, Yan Cheng, Siqi Wang, Jianning Chi |
| 2025 | From Generalist to Specialist: Distilling a Mixture of Foundation Models for Domain-Specific Medical Image Segmentation. | Qing Li, Yizhe Zhang, Shengxiao Yang, Qirong Li, Zian Wang, Junhong Liu, Haoyang Zhang, Shuo Wang, Chengyan Wang |
| 2025 | Unsupervised Quality Control and Enhancement of Polyp Segmentation in Colonoscopy Videos Using Spatiotemporal Consistency. | Yujia Li, Tao Zhou, Ruixuan Wang, Shuo Wang, Yizhe Zhang |
| 2025 | DGM: Disentangled Generative Model for Detecting AD Individualized Pathological Changes via Pseudo-Healthy Synthesis. | Zhuangzhuang Li, Kun Zhao, Dong Wang, Yong Liu |
| 2025 | GeneMorphFormer: Transformer-Driven Cross-Scale Mapping from Gene Expression to Cortical Morphology. | Xiao Li, Han Zhang, Qitai Sun, Chenjie Jia, Xiaowei He, Yudan Ren |
| 2025 | GA-SAM: Geometry-Aware SAM Adaptation with Sparse Annotation-Driven Point Cloud Completion. | Shumeng Li, Jian Zhang, Lei Qi, Yinghuan Shi |
| 2025 | UncEGA-Net: Uncertainty-Guided Edge Attention for Optic Nerve Segmentation in Ultrasound Images. | Wenhui Li, Yalin Zheng, Gregory Yoke Hong Lip, Mark Kelson, Yanda Meng |
| 2025 | Groupwise Registration with Physics-Informed Test-Time Adaptation on Multi-Parametric Cardiac MRI. | Xinqi Li, Yi Zhang, Li-Ting Huang, Hsiao-Huang Chang, Thoralf Niendorf, Min-Chi Ku, Qian Tao, Hsin-Jung Yang |
| 2025 | Brain-Heart-Gut Guided Multi-constraint Knowledge Distillation for Early Alzheimer's Disease Diagnosis. | Fan Li, Shilun Zhao, Shuwei Bai, Yuxiao Liu, Kai Zhang, Yin Xu, Ya Zhang, Kaicong Sun, Dinggang Shen |
| 2025 | Spatio-Temporal Pre-Trained Foundation Model for Neural Decoding with Fine-Grained Optimization. | Ziyu Li, Zhiyuan Zhu, Yang Bai, Qing Li, Xia Wu |
| 2025 | Efficient Foundation Model Pre-training on Mixed Retina Images from Similar Modalities. | Boxuan Li, Yukun Zhou, Andr Altmann, Pearse A. Keane |
| 2025 | CardioInterp: Generative Modeling for Cardiovascular OCT Interpolation with Anatomical Continuity and Fidelity. | Linyuan Li, Bing Yang, Minqing Zhang, Mengxian He, Wu Yuan |
| 2025 | PFESA: FFT-Based Parameter-Free Edge and Structure Attention for Medical Image Segmentation. | Mingqian Li, Zhiqian Yan, Miaoning Yan, Yaodong Liang, Qingmao Zhang, Qiongxiong Ma |
| 2025 | Graph-PAVNet: A Graph-Based Learning Framework for Pulmonary Artery and Vein Separation Using Multimodal Feature Sampling. | Qingya Li, Ye Yuan, Lu Liu, Nan Bao, Lisheng Xu, Wenjun Tan |
| 2025 | BreastSegNet: Multi-label Segmentation of Breast MRI. | Qihang Li, Jichen Yang, Yaqian Chen, Yuwen Chen, Hanxue Gu, Lars J. Grimm, Maciej A. Mazurowski |
| 2025 | Hierarchical Anatomy-Aware Guidance for Brain Tissue Microstructure Reconstruction from T1-Weighted MRI. | Yuxing Li, Chuyang Ye |
| 2025 | A Large-Scale Neural Model Inversion Framework for Effective Connectivity Estimation. | Guoshi Li, Pew-Thian Yap |
| 2025 | Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method. | Shuaibo Li, Zhaohu Xing, Hongqiu Wang, Pengfei Hao, Xingyu Li, Zekai Liu, Lei Zhu |
| 2025 | An Advanced nnU-Net Framework for BraTS-2025 PED. | Xiaolong Li, Zhi-Qin John Xu, Yan Ren, Tianming Qiu, Xiaowen Wang |
| 2025 | Task-Aligned fMRI Generation Model for Brain Disorder Diagnosis. | Yifan Li, Xiaotong Wu, Xiaocai Zhang, Haiteng Jiang, Weiwen Wu, Dinggang Shen, Jianjia Zhang |
| 2025 | Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-Guided Supervision and Station-Aware Mixture-of-Experts. | Haoshen Li, Yirui Wang, Qinji Yu, Jie Zhu, Ke Yan, Dazhou Guo, Le Lu, Bin Dong, Li Zhang, Xianghua Ye, Qifeng Wang, Dakai Jin |
| 2025 | Source-Free Active Domain Adaptation for Efficient Medical Video Polyp Segmentation. | Jialu Li, Hongqiu Wang, Weiming Wang, Jing Qin, Qiong Wang, Lei Zhu |