A temporal-aware cross-attention framework enables structural MRI to provide complementary diagnostic value for Alzheimer's disease without degrading stronger longitudinal clinical signals.
Patient subtyping via time-aware LSTM networks,
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AT-Attn: Temporal-Aware Cross-Attention for Longitudinal Multimodal Alzheimer's Disease Diagnosis
A temporal-aware cross-attention framework enables structural MRI to provide complementary diagnostic value for Alzheimer's disease without degrading stronger longitudinal clinical signals.