IEEE transactions on medical imaging
Beyond Static Knowledge: Dynamic Context-Aware Cross-Modal Contrastive Learning for Medical Visual Question Answering.
Rui Yang, Lijun Liu, Xupeng Feng, Wei Peng, Xiaobing Yang
Published: 202510.1109/TMI.2025.3617289
Abstract
Medical Visual Question Answering (Med-VQA) aims to analyze medical images and accurately respond to natural language queries, thereby optimizing clinical workflows and improving diagnostic and therapeutic outcomes. Although medical images contain ri…
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