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HPA-Net: a lightweight hierarchical progressive fusion network for cardiac disease detection based on ECG-PCG signals

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Cardiovascular disease (CVD) remains a leading global health threat, creating a strong clinical need for convenient and rapid diagnostic methods. However, current single-modality and conventional fusion methods often fail to adequately utilize the intrinsic bi... ...