| Medical visual question answering using joint self-supervised learning | Feb 25, 2023 | DecoderDiversity | —Unverified | 0 | 0 |
| MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility | May 30, 2025 | Decision MakingMedical Diagnosis | —Unverified | 0 | 0 |
| MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale | Apr 18, 2024 | Decision MakingMedical Visual Question Answering | —Unverified | 0 | 0 |
| MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question Answering | Nov 11, 2022 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering | Jul 7, 2021 | Medical Visual Question AnsweringMissing Labels | —Unverified | 0 | 0 |
| OVQA: A Clinically Generated Visual Question Answering Dataset | Jul 7, 2022 | BenchmarkingMedical Visual Question Answering | —Unverified | 0 | 0 |
| Prompt-based Personalized Federated Learning for Medical Visual Question Answering | Feb 15, 2024 | Federated LearningMedical Visual Question Answering | —Unverified | 0 | 0 |
| Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder | Apr 4, 2023 | ClassificationDecoder | —Unverified | 0 | 0 |
| RepsNet: Combining Vision with Language for Automated Medical Reports | Sep 27, 2022 | Contrastive LearningDecoder | —Unverified | 0 | 0 |
| R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest | Oct 27, 2024 | Medical Visual Question AnsweringMultiple-choice | —Unverified | 0 | 0 |
| SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning | Jun 26, 2025 | In-Context LearningMedical Visual Question Answering | —Unverified | 0 | 0 |
| Structure Causal Models and LLMs Integration in Medical Visual Question Answering | May 5, 2025 | Causal InferenceMedical Visual Question Answering | —Unverified | 0 | 0 |
| TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering | Jul 16, 2024 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models | May 20, 2025 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute Analysis | Jun 21, 2024 | AttributeMedical Visual Question Answering | —Unverified | 0 | 0 |
| UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering | Jul 6, 2023 | DiagnosticImage Enhancement | —Unverified | 0 | 0 |
| UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering | Dec 21, 2022 | Data AugmentationDecision Making | —Unverified | 0 | 0 |
| Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering | Mar 26, 2025 | DiagnosticHallucination | —Unverified | 0 | 0 |
| Visual Question Answering in the Medical Domain | Sep 20, 2023 | Contrastive LearningMedical Visual Question Answering | —Unverified | 0 | 0 |
| V-Learning -- A Simple, Efficient, Decentralized Algorithm for Multiagent RL | Oct 27, 2021 | Medical Visual Question AnsweringQ-Learning | —Unverified | 0 | 0 |
| WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models | Apr 22, 2024 | Answer Generationimage-classification | —Unverified | 0 | 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 | 0 |