Papers
Breaking the Memory Barrier: Efficient Multi-Class 3D Segmentation for Hundreds of Classes
Olivier Jaubert, William Traynor, Shadia Mikhael et al.
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis
Yuli Wu, Fucheng Liu, Rüveyda Yilmaz et al.
UnEBOLT: A Unified Model for EEG-to-BOLD Translation and Functional Connectivity Reconstruction
Yamin Li, Ange Lou, Chang Li et al.
Lesion-Aware Reconstruction with Principal Network: Enhancing Pseudo-Label Reliability in Semi-Supervised Clinical Lesion Detection
Shiwan DI, Jupeng LI, Yuxuan YANG et al.
Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation
Minh H. N. Le, Khanh T. Q. Le, Tuan Vinh et al.
Clinical Risk-Aware Multi-Level Grading for Coronary Artery Stenosis through Curved Feature Reconstruction
Shishuang Zhao, Hongtai Li, Junjie Hou et al.
Real-Time Novel-View Freehand Ultrasound Imaging via Point-Cloud Rendering and Diffusion-Bridge Completion
Hanrui Shi, Boris Mailhé, Zheyuan Zhang et al.
GenVOG-DiT: A Transformer-Based Diffusion Model for Pose-Driven, Patient-Agnostic Nystagmus VOG Video Generation
Aimon Rahman, Kemar E. Green, Vishal M. Patel
EFIQA: Explainable Fundus Image Quality Assessment via Anatomical Priors
Pengwei Wang, José Morano, Qian Wan et al.
What Fine-Tuning Changes: A Radiomic Lens on Prostate Foundation Model Representations
Yipei Wang, Yaxi Chen, Wen Yan et al.
Evidential Retriever: Uncertainty-Aware Medical Image Retrieval
Sai Susmitha Arvapalli, Vinay P. Namboodiri
CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images
Matias Cosarinsky, Nicolas Gaggion, Rodrigo Echeveste et al.
Adaptive Inference for Medical Vision Transformers: Token Reduction or Early Exit?
Ji Young Byun, HyunSeo Lee, Jordan Shuff et al.
CardAIc-Agents: A Multimodal Framework with Hierarchical Adaptation for Cardiac Care Support
Yuting Zhang, Karina V. Bunting, Asgher Champsi et al.
Test-Time Scaling in Clinical Decision Making
Ji Young Byun, Young-Jin Park, Navid Azizan et al.
MultiPersistence Topological Fusion with Vision Transformers for Skin Cancer Detection
Fulya Tastan, Sayoni Chakraborty, Sangyeon Lee et al.
ECT-3DMedSAM: Efficient Cross Teaching Using Segment Anything Model for Semi-Supervised 3D Medical Image Segmentation
Zhewen Huang, Sara R. Guariglia, Jiaqi Yang et al.
Decoupling Vision and Reasoning: A Data-Efficient Pipeline for Surgical VQA
Mohamed Hamdy, Fatmaelzahraa Ali Ahmed, Muraam Abdel-Ghani et al.
Beyond Diffusion: Consistency Models for One-Step, High-Fidelity MRI Reconstruction
Mary-Brenda Akoda, Chen Qin
Tagged-Informed Prior for Motion Quantification in Cine CMR Using Implicit Neural Representations
Laura Alvarez-Florez, Soufiane Ben Haddou, Fleur V. Y. Tjong et al.
SEG4SEG: Identifying Systematic Failure Modes in Segmentation by Subgroup Discovery Methods
Nina Weng, Eike Petersen, Alceu Bissoto et al.
T1-PILOT: Physics-Informed Learned Optimized Trajectories for T1 Mapping Acceleration
Tamir Shor, Moti Freiman, Chaim Baskin et al.
RadVLM-GRPO: Enhancing Chest X-ray Report Generation and Visual Grounding via Reinforcement Learning
Benjamin Gundersen, Nicolas Deperrois, Samuel Ruiperez-Campillo et al.
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections
Max Kirchner, Alexander C. Jenke, Sebastian Bodenstedt et al.