Enhancing pediatric congenital heart disease detection using customized 1D CNN algorithm and phonocardiogram signals

Enhancing pediatric congenital heart disease detection using customized 1D CNN algorithm and phonocardiogram signals

Congenital heart disease (CHD), impacting around 1 % of infants worldwide, constitutes a significant healthcare challenge. Early detection is crucial, however constrained by the intricacies of conventional diagnostic techniques such as auscultation and echocardiography. This research presents a tail...

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Bibliographic Details
Main Authors: Ihtisham Ul Haq, Ghassan Husnain, Yazeed Yasin Ghadi, Nisreen Innab, Masoud Alajmi, Hanan Aljuaid
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Heliyon
Subjects:
Phonocardiogram
Congenital heart disease
Phonocardiography
Electrocardiogram
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025006371
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