| DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels | Mar 24, 2025 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 |
| ClinKD: Cross-Modal Clinical Knowledge Distiller For Multi-Task Medical Images | Feb 9, 2025 | Clinical KnowledgeMedical Visual Question Answering | CodeCode Available | 0 |
| Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering | Jan 1, 2025 | Contrastive LearningMedical Visual Question Answering | —Unverified | 0 |
| GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis | Nov 25, 2024 | Medical Visual Question AnsweringMultiple-choice | —Unverified | 0 |
| Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model | Nov 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering | Oct 28, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest | Oct 27, 2024 | Medical Visual Question AnsweringMultiple-choice | —Unverified | 0 |
| Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering | Oct 23, 2024 | Federated LearningMedical Visual Question Answering | —Unverified | 0 |
| LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasound | Oct 19, 2024 | Instruction FollowingKnowledge Distillation | —Unverified | 0 |
| ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue | Sep 26, 2024 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 |
| Kvasir-VQA: A Text-Image Pair GI Tract Dataset | Sep 2, 2024 | Image CaptioningImage Generation | CodeCode Available | 0 |
| FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection | Aug 17, 2024 | Federated LearningMedical Visual Question Answering | CodeCode Available | 0 |
| Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm | Aug 16, 2024 | Decision MakingMedical Visual Question Answering | CodeCode Available | 0 |
| Targeted Visual Prompting for Medical Visual Question Answering | Aug 6, 2024 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering | Jul 31, 2024 | DiagnosticHallucination | —Unverified | 0 |
| TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering | Jul 16, 2024 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 |
| Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute Analysis | Jun 21, 2024 | AttributeMedical Visual Question Answering | —Unverified | 0 |
| Detecting and Evaluating Medical Hallucinations in Large Vision Language Models | Jun 14, 2024 | HallucinationMedical Visual Question Answering | —Unverified | 0 |
| Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models | Apr 25, 2024 | Medical Visual Question Answeringparameter-efficient fine-tuning | —Unverified | 0 |
| Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering | Apr 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray | Apr 23, 2024 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 |
| WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models | Apr 22, 2024 | Answer Generationimage-classification | —Unverified | 0 |
| MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale | Apr 18, 2024 | Decision MakingMedical Visual Question Answering | —Unverified | 0 |
| Enhancing Generalization in Medical Visual Question Answering Tasks via Gradient-Guided Model Perturbation | Mar 5, 2024 | Data AugmentationMedical Visual Question Answering | —Unverified | 0 |
| Prompt-based Personalized Federated Learning for Medical Visual Question Answering | Feb 15, 2024 | Federated LearningMedical Visual Question Answering | —Unverified | 0 |