Haoran Wei | ViLab https://vilab.team/author/haoran-wei/ Haoran Wei Hugo Blox Builder (https://hugoblox.com)en-usThu, 28 Aug 2025 00:00:00 +0000 https://vilab.team/media/icon_hu2896232876136423579.png Haoran Wei https://vilab.team/author/haoran-wei/ MMSupcon: An image fusion-based multi-modal supervised contrastive method for brain tumor diagnosis https://vilab.team/publication/mmsupcon-an-image-fusion-based-multi-modal-supervised-contra/ Thu, 28 Aug 2025 00:00:00 +0000 https://vilab.team/publication/mmsupcon-an-image-fusion-based-multi-modal-supervised-contra/ <p>本文针对脑肿瘤多模态MRI诊断中融合策略受限于样本稀缺的问题，提出多模态监督对比学习方法MMSupcon。该方法通过多模态医学图像融合生成信息丰富的样本，并设计多模态监督对比损失，引导模型有效整合互补模态信息，提升诊断准确性。</p>