OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks Paper • 2511.00846 • Published Nov 2, 2025 • 1
Unveiling and Bridging the Functional Perception Gap in MLLMs: Atomic Visual Alignment and Hierarchical Evaluation via PET-Bench Paper • 2601.02737 • Published Jan 6
MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning Paper • 2602.03320 • Published 13 days ago • 2
MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning Paper • 2602.03320 • Published 13 days ago • 2
VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation Paper • 2601.10124 • Published Jan 15 • 4
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? Paper • 2411.03670 • Published Nov 6, 2024
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA Paper • 2312.17670 • Published Dec 29, 2023
Medal S: Spatio-Textual Prompt Model for Medical Segmentation Paper • 2511.13001 • Published Nov 17, 2025 • 3
Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications Paper • 2508.00669 • Published Aug 1, 2025
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Paper • 2405.06948 • Published May 11, 2024
Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion Paper • 2501.16679 • Published Jan 28, 2025
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis Paper • 2505.23601 • Published May 29, 2025
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities Paper • 2412.04106 • Published Dec 4, 2024 • 5
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents Paper • 2303.07240 • Published Mar 13, 2023
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Paper • 2312.17183 • Published Dec 28, 2023
RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining Paper • 2503.04653 • Published Mar 6, 2025
Rethinking Whole-Body CT Image Interpretation: An Abnormality-Centric Approach Paper • 2506.03238 • Published Jun 3, 2025 • 1
NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization Paper • 2502.14638 • Published Feb 20, 2025 • 11
A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation Paper • 2502.00314 • Published Feb 1, 2025 • 3