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Medical Visual Question Answering

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Showing 26–50 of 97 papers

TitleStatusHype
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and ReportsCode1
LaPA: Latent Prompt Assist Model For Medical Visual Question AnsweringCode1
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language ModelsCode1
Overcoming Data Limitation in Medical Visual Question AnsweringCode1
Surgical-VQLA++: Adversarial Contrastive Learning for Calibrated Robust Visual Question-Localized Answering in Robotic SurgeryCode1
PathVQA: 30000+ Questions for Medical Visual Question AnsweringCode1
PMC-VQA: Visual Instruction Tuning for Medical Visual Question AnsweringCode1
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & HallucinationsCode1
A Survey of Medical Vision-and-Language Applications and Their TechniquesCode1
Localized Questions in Medical Visual Question AnsweringCode1
Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question AnsweringCode1
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM IntegrationCode1
SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question AnsweringCode1
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue—0
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering—0
A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering—0
A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis—0
A dataset of clinically generated visual questions and answers about radiology images—0
Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering—0
Barriers in Integrating Medical Visual Question Answering into Radiology Workflows: A Scoping Review and Clinicians' Insights—0
BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering—0
Bridging the Semantic Gaps: Improving Medical VQA Consistency with LLM-Augmented Question Sets—0
CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making—0
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models—0
DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels—0
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