Papers
On the Feasibility of Fréchet Radiomic Distance–Constrained Adversarial Examples in Medical Imaging: Methods and Trade-offs
Mohamed Mahmoud, Shehab Khaled, Mohamed Elkhayat et al.
Incentivizing DINOv3 Adaptation for Medical Vision Tasks via Feature Disentanglement
Zhicheng He, Yibing Fu, Yueming Jin
RNCA: Self-Repairing Segmentation Masks
Malte Silbernagel, Albert Alonso, Jens Petersen et al.
INFORM-CT: INtegrating LLMs and VLMs FOR Incidental Findings Management in Abdominal CT
Idan Tankel, Nir Mazor, Rafi Brada et al.
Towards Modality-Agnostic Continual Domain-Incremental Brain Lesion Segmentation
Yousef Sadegheih, Dorit Merhof, Pratibha Kumari
ResDCE-diff : Dynamic contrast enhanced MRI translation in prostate cancer using residual denoising diffusion models
Kishore Kumar, Sriprabha Ramanarayanan, Keerthi Ram et al.
Aloe-Vision: Robust Vision-Language Models for Healthcare
Jaume Guasch-Martí, Enrique Lopez-Cuena, Martín Suárez-Fernández et al.
Sparse Subspace Diffusion Model for Physically Consistent Accelerated MRI Reconstruction
Xiangyao Deng, Zhiqiang Shen, Sanuwani Dayarathna et al.
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.