Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models
Paper
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2503.13939
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Published
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5
Medical VLMs
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Med-Flamingo: a Multimodal Medical Few-shot Learner
Paper • 2307.15189 • Published • 23 -
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering
Paper • 2406.06573 • Published • 11 -
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
Paper • 2410.21969 • Published • 10 -
GEMeX-ThinkVG: Towards Thinking with Visual Grounding in Medical VQA via Reinforcement Learning
Paper • 2506.17939 • Published • 3 -
Medical large language models are easily distracted
Paper • 2504.01201 • Published • 3 -
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
Paper • 2504.00993 • Published • 2 -
Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy
Paper • 2506.09958 • Published • 1 -
MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
Paper • 2506.00555 • Published • 1 -
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
Paper • 2411.16778 • Published • 1 -
PathVQA: 30000+ Questions for Medical Visual Question Answering
Paper • 2003.10286 • Published -
Overcoming Data Limitation in Medical Visual Question Answering
Paper • 1909.11867 • Published -
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
Paper • 2407.05131 • Published • 28 -
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion
Paper • 2504.03135 • Published • 1 -
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM
Paper • 2402.09181 • Published • 1 -
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations
Paper • 2402.07023 • Published • 4 -
MedGemma Technical Report
Paper • 2507.05201 • Published • 14 -
A Survey of Medical Vision-and-Language Applications and Their Techniques
Paper • 2411.12195 • Published