Phonocardiogram (PCG) Murmur Detection Based on the Mean Teacher Method

Phonocardiogram (PCG) Murmur Detection Based on the Mean Teacher Method

Cardiovascular diseases (CVDs) are among the primary causes of mortality globally, highlighting the critical need for early detection to mitigate their impact. Phonocardiograms (PCGs), which record heart sounds, are essential for the non-invasive assessment of cardiac function, enabling the early id...

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Bibliografski detalji
Glavni autori: Yi Luo, Zuoming Fu, Yantian Ding, Xiaojian Chen, Kai Ding
Format: Članak
Jezik:English
Izdano: MDPI AG 2024-10-01
Serija:Sensors
Teme:
cardiovascular disease (CVD)
phonocardiogram (PCG)
murmur detection
semi-supervised learning
mean teacher
non-invasive assessment
Online pristup:https://www.mdpi.com/1424-8220/24/20/6646

Internet

https://www.mdpi.com/1424-8220/24/20/6646

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