Toward attention-based learning to predict the risk of brain degeneration with multimodal medical data.
Frontiers in neuroscience（2022）
摘要
The prediction performance is significantly better than the benchmarks, including MRI-only, EHR-only, and state-of-the-art multimodal fusion methods.
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关键词
cross-attention mechanism,multimodal learning,multimodal medical data,risk prediction of brain degeneration,self-attention mechanism
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