| 2025 | MoE-SAM: Enhancing SAM for Medical Image Segmentation with Mixture-of-Experts. | Ruocheng Li, Lei Wu, Jingjun Gu, Qi Xu, Wanyi Chen, Xiaoxu Cai, Jiajun Bu |
| 2025 | A Uniform Multi-mode Fused Framework for Velocity Field Estimation in Ultrasound Imaging. | Hailong Li, Liansheng Wang, Yinran Chen |
| 2025 | MGG-Net: A Multi-modal Feature Extraction and Global-Aware Feature Graph-Based Deep Learning Network for MGMT Status Classification in Glioma. | Haoyang Liu, Yuwen Zeng, Xiaoyong Zhang, Wentong Zhou, Arata Nagai, Masayuki Kanamori, Hidenori Endo, Noriyasu Homma |
| 2025 | Hybrid Attention for Multimodal MCI Progression Prediction: Balancing Shared and Modality-Specific Features. | Shuting Liu, Baochang Zhang, Veronika A. Zimmer, Daniel Rueckert |
| 2025 | M | Yajun Liu, Zenghui Zhang, Jiang Yue, Weiwei Guo, Dongying Li |
| 2025 | Neighborhood-Consistent Binary Transformation for Domain-Invariant Chest X-Ray Diagnosis. | Zelong Liu, Huachao Zhu, Zhichao Sun, Yuda Zou, Yuliang Gu, Bo Du, Yongchao Xu |
| 2025 | Towards Robust Basal Ganglia Segmentation in Ultra-Low-Field Pediatric MRI via an Optimized MS-TCNet. | Yi Liu, Yueyue Zhu, Haotian Jiang, Xiaoyu Bai, Rongqing Cai, Geng Chen |
| 2025 | BioVFM-21M: Benchmarking and Scaling Self-supervised Vision Foundation Models for Biomedical Image Analysis. | Jiarun Liu, Hong-Yu Zhou, Weijian Huang, Hao Yang, Dongning Song, Tao Tan, Yong Liang, Shanshan Wang |
| 2025 | BayeSMM: Robust Deep Combined Computing Tackling Heavy-Tailed Distribution in Medical Images. | Yuanye Liu, Ruoxuan Zhen, Shangqi Gao, Xinzhe Luo, Xin Gao, Qingchao Chen, Xiahai Zhuang |
| 2025 | Think as Cardiac Sonographers: Marrying SAM with Left Ventricular Indicators Measurements According to Clinical Guidelines. | Tuo Liu, Qinghan Yang, Yu Zhang, Rongjun Ge, Yang Chen, Guangquan Zhou |
| 2025 | STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation. | Yifan Liu, Chen Yang, Weihao Yu, Xinyu Liu, Hui Chen, Max Q.-H. Meng, Yixuan Yuan |
| 2025 | KokushiMD-10: Benchmark for Evaluating Large Language Models on Ten Japanese National Healthcare Licensing Examinations. | Junyu Liu, Lawrence KQ Yan, Tianyang Wang, Qian Niu, Momoko Nagai-Tanima, Tomoki Aoyama |
| 2025 | HARP: Harmonization and Adaptive Refinement of Pseudo-labels for Cross-Domain Medical Image Segmentation. | Yulong Liu, Wenqing Ye, Hui Liu, Ziyi Chen, Peilin Li, Ronald X. Xu, Mingzhai Sun |
| 2025 | PathoPainter: Augmenting Histopathology Segmentation via Tumor-Aware Inpainting. | Hong Liu, Haosen Yang, Evi M. C. Huijben, Mark Schuiveling, Ruisheng Su, Josien P. W. Pluim, Mitko Veta |
| 2025 | SynPo: Boosting Training-Free Few-Shot Medical Segmentation via High-Quality Negative Prompts. | Yufei Liu, Haoke Xiao, Jiaxing Chai, Yongcun Zhang, Rong Wang, Zijie Meng, Zhiming Luo |
| 2025 | RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation. | Hong Liu, Dong Wei, Zhe Xu, Xian Wu, Yefeng Zheng, Liansheng Wang |
| 2025 | Anatomical Graph-Based Multilevel Distillation for Robust Alzheimer's Disease Diagnosis with Missing Modalities. | Fei Liu, Huabin Wang, Mohamed Hisham Jaward, Shiuan-Ni Liang, Huey Fang Ong, Jiayuan Cheng |
| 2025 | Motion-Boundary-Driven Unsupervised Surgical Instrument Segmentation in Low-Quality Optical Flow. | Yang Liu, Peiran Wu, Jiayu Huo, Gongyu Zhang, Zhen Yuan, Christos Bergeles, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sbastien Ourselin |
| 2025 | Fetuses Made Simple: Modeling and Tracking of Fetal Shape and Pose. | Yingcheng Liu, Peiqi Wang, Sebastian Diaz, Esra Abaci Turk, Benjamin Billot, Patricia Ellen Grant, Polina Golland |
| 2025 | IKAN: Interactive KAN with Modulation Fusion for Medical Image Segmentation. | Sihan Liu, Tonghua Wan, Yuxin Cai, Shengcai Chen, Bo Hu, Yan Wan, Wu Qiu |
| 2025 | EFFDNet: A Scribble-Supervised Medical Image Segmentation Method with Enhanced Foreground Feature Discrimination. | Jinhua Liu, Shu Yun Tan, Xulei Yang, Yanwu Xu, Si Yong Yeo |
| 2025 | Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins. | Xiaoyue Liu, Xicheng Sheng, Xiahai Zhuang, Vicente Grau, Mark YY Chan, Ching-Hui Sia, Lei Li |
| 2025 | MammoTracker: Mask-Guided Lesion Tracking in Temporal Mammograms. | Xuan Liu, Yinhao Ren, Marc D. Ryser, Lars J. Grimm, Joseph Y. Lo |
| 2025 | Structure-Preserve Expansion for Medical Image Registration with Minimal Overlap. | Zaiyuan Liu, Yongsheng Pan, Yong Xia |
| 2025 | Solving Medical Multi-Label Domain Adaptation via Wasserstein Adversarial Learning with Class-Level Alignment. | Wenjie Liu, Fuyou Miao, Xu Wang |