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Akhil K. K.

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Review Open access Oct 2026

Enhancing Cardiac Auscultation with Machine Learning and Deep Learning: A Survey on Heart Sound Analysis

Cardiovascular disease kills more people than anything else. Early detection changes outcomes, and heart sounds are one of the cheapest places to look for the first signs. Phonocardiogram (PCG) recordings carry information about valve function that a trained ear can pick up, which is why auscultation has survived two c...

Akhil K. K., R. Devi · 0 citations

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