A progressive attention-based cross-modal fusion network for cardiovascular disease detection using synchronized electrocardiogram and phonocardiogram signals

Synchronized electrocardiogram (ECG) and phonocardiogram (PCG) signals provide complementary diagnostic insights crucial for improving the accuracy of cardiovascular disease (CVD) detection. However, existing deep learning methods often utilize single-modal data or employ simplistic early or late fu...

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Hlavní autoři:	Wei Peng Li, Joon Huang Chuah, Guo Jeng Tan, Chengyu Liu, Hua-Nong Ting
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	PeerJ Inc. 2025-07-01
Edice:	PeerJ Computer Science
Témata:	Electrocardiogram (ECG) Phonocardiogram (PCG) Multi-modality Spatial attention Channel attention
On-line přístup:	https://peerj.com/articles/cs-3038.pdf
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