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Classification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network
April 2, 2024, 7:43 p.m. | Md Hassanuzzaman, Nurul Akhtar Hasan, Mohammad Abdullah Al Mamun, Khawza I Ahmed, Ahsan H Khandoker, Raqibul Mostafa
cs.LG updates on arXiv.org arxiv.org
Abstract: Congenital anomalies arising as a result of a defect in the structure of the heart and great vessels are known as congenital heart diseases or CHDs. A PCG can provide essential details about the mechanical conduction system of the heart and point out specific patterns linked to different kinds of CHD. This study aims to investigate the minimum signal duration required for the automatic classification of heart sounds. This study also investigated the optimum signal …
abstract arxiv classification convolutional neural network cs.lg cs.sd diseases eess.as network neural network segment transformer type
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