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MCAF_TabNet: A Multiscale Convolutional–Attention Fusion Network With TabNet Classifier for Interpretable Heart Sound Analysis

Accurate interpretation of heart sounds remains a fundamental yet challenging task in the early diagnosis of cardiovascular diseases. Traditional auscultation relies heavily on clinical expertise, whereas automated approaches often struggle with signal variability, background noise, and overlapping...

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Príomhchruthaitheoirí: Rohit Ravi, P. Madhavan
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: IEEE 2026-01-01
Sraith:IEEE Access
Ábhair:
Rochtain ar líne:https://ieeexplore.ieee.org/document/11400539/
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