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Jan, 2024
AliFuse:多模医学数据对齐与融合用于计算机辅助诊断
AliFuse: Aligning and Fusing Multi-modal Medical Data for Computer-Aided Diagnosis
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Qiuhui Chen, Xinyue Hu, Zirui Wang, Yi Hong
TL;DR
提出了一种基于转换器的框架Alifuse,用于对齐和融合多模态医学数据,应用于阿尔茨海默病的分类,并在五个公共数据集上取得了领先的性能。
Abstract
Medical data collected for making a diagnostic decision are typically multi-modal and provide complementary perspectives of a subject. A
computer-aided diagnosis system
welcomes multi-modal inputs; however, how to effectively fuse such
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