| 2025 | CRUNet-MR-Univ: A Foundation Model for Diverse Cardiac MRI Reconstruction. | Donghang Lyu, Marius Staring, Hildo J. Lamb, Mariya Doneva |
| 2025 | KP-INR: A Dual-Branch Implicit Neural Representation Model for Cardiac Cine MRI Reconstruction. | Donghang Lyu, Marius Staring, Mariya Doneva, Hildo J. Lamb, Nicola Pezzotti |
| 2025 | 🤖 WSI-Agents: A Collaborative Multi-agent System for Multi-modal Whole Slide Image Analysis. | Xinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding, Jiaqi Yang, Guolin Huang, Daokun Zhang, Xiangjian He, Linlin Shen |
| 2025 | WiD-PET: PET Image Reconstruction from Low-Dose Data Using a Wavelet-Informed Diffusion Model with Fast Inference. | Qingcheng Lyu, Tong Chen, Yiran Wang, Erjian Guo, Luping Zhou |
| 2025 | Frequency Strikes Back: Boosting Parameter-Efficient Foundation Model Adaptation for Medical Imaging. | Son T. Ly, Hien Van Nguyen |
| 2025 | D-SVG: Diffusion Based Slice-to-Volume Generation with Implicit Neural Representation for Fetal Brain MRI. | Yao Lv, Zhibao Cai, Shengxian Chen, Chaoxiang Yang, Xin Zhang |
| 2025 | PathoCellBench: A Comprehensive Benchmark for Cell Phenotyping. | Jrme Lscher, Nora Koreuber, Jannik Franzen, Fabian H. Reith, Claudia Winklmayr, Elias Baumann, Christian M. Schrch, Dagmar Kainmller, Josef Lorenz Rumberger |
| 2025 | On the Interplay of Human-AI Alignment, Fairness, and Performance Trade-Offs in Medical Imaging. | Haozhe Luo, Ziyu Zhou, Shelley Zixin Shu, Aurlie Pahud de Mortanges, Robert Berke, Mauricio Reyes |
| 2025 | Adapting Foundation Model for Dental Caries Detection with Dual-View Co-training. | Tao Luo, Han Wu, Tong Yang, Dinggang Shen, Zhiming Cui |
| 2025 | Probabilistic Prior-Guided Anatomical Alignment for MRI Super-Resolution. | Yiwen Luo, Xiaoying Tang, Yixuan Yuan |
| 2025 | GraphTreeGen: Subtree-Centric Approach to Efficient and Supervised Graph Generation. | Yitong Luo, Islem Rekik |
| 2025 | Towards Globally Predictable k-Space Interpolation: A White-Box Transformer Approach. | Chen Luo, Qiyu Jin, Taofeng Xie, Xuemei Wang, Huayu Wang, Congcong Liu, Liming Tang, Guoqing Chen, Zhuo-Xu Cui, Dong Liang |
| 2025 | Dynamic Gradient Sparsification Training for Few-Shot Fine-Tuning of CT Lymph Node Segmentation Foundation Model. | Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang, Xiangde Luo |
| 2025 | Improved Tumor Segmentation Using Selective Synthetic Augmentation for Enhanced Surgical Planning in Breast MRI. | Miguel Luna, John Baek, Won Hwa Kim, Wan Gyu Son, Kwang Min Lee, Hye Jung Kim, Jaeil Kim |
| 2025 | U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical Segmentation. | Luca Lumetti, Giacomo Capitani, Elisa Ficarra, Simone Calderara, Costantino Grana, Angelo Porrello, Federico Bolelli |
| 2025 | From 64mT to 3T: Multi-sequence Low-Field MRI Enhancement via 3D U-Net. | Zhicheng Lu, Hussain Mohammed Dipu Kabir, Toufique Ahmed Soomro, Mohammad Ali Moni |
| 2025 | Ablate Them All: A Trajectory Planning for Concurrent Percutaneous Ablation of Multiple Tumors. | Adela Lukes, Stefano Fogarollo, Reto Bale, Wolfgang Freysinger |
| 2025 | PDF-Net: Prototype-Aware Dynamic Fusion Network for Nasopharyngeal Carcinoma T-Staging Classification with Epstein-Barr Virus DNA. | Wantong Lu, Xu Han, Yibo Wei, Zanting Ye, Lijun Lu |
| 2025 | LowDM: A Diffusion-Based Deep Learning Framework for Generating High-Field Quality Images from Portable Low-Field MRI. | Alfredo Lucas, Chetan Vadali, Joel M. Stein |
| 2025 | Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions. | Ruben T. Lucassen, Sander P. J. Moonemans, Tijn van de Luijtgaarden, Gerben E. Breimer, Willeke A. M. Blokx, Mitko Veta |
| 2025 | Uncertainty-Guided Hard-Soft Priors for Myocardial Scar and Edema Segmentation on Multi-sequence CMR Images. | Haohao Luan, Yilin Lyu, Jinwei Dong, Lin Pan |
| 2025 | Reassessing Glioma Segmentation Strategies: nnU-Net as a Strong Baseline on Limited Sub-Saharan MRI Data. | Uwimana Lowami, Andrew Blayama Stephen, Raymond Confidence, Dong Zhang, Maruf Adewole, Udunna C. Anazodo, Mehmet Kurt, Damilare Olatunji, Bernes Lorier Atabonfack |
| 2025 | PCR-MIL: Phenotype Clustering Reinforced Multiple Instance Learning for Whole Slide Image Classification. | Jingjiao Lou, Qingtao Pan, Qing Yang, Bing Ji |
| 2025 | CoSSeg-TTA: Contrast-Aware Semi-Supervised Segmentation with Domain Generalization and Test-Time Adaptation. | Jincan Lou, Jingkun Chen, Haoquan Li, Hang Li, Wenjian Huang, Weihua Chen, Fan Wang, Jianguo Zhang |
| 2025 | Automatic Quality Assurance and Subcortical Brain Segmentation in Pediatric Ultra-Low-Field MRI: Exploring Ordinal Learning and Foundation Model Adaptation. | Raquel Gonzlez Lpez, Maria Chiara Fiorentino, Gerard Mart-Juan, Oscar Camara, Miguel ngel Gonzlez Ballester |