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Recent Publications


Automated detection of pediatric congenital heart disease from phonocardiograms using deep and handcrafted feature fusion.

Journal Article Computers in biology and medicine · October 2025 Congenital heart disease (CHD) is the most common type of birth defect, impacting about 1% of live births worldwide. Echocardiography, the gold-standard diagnostic method, is costly and inaccessible in low-resource settings. Diagnosis is delayed due to lim ... Full text Open Access Cite

Classification of Short-Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network

Journal Article IEEE Access · January 1, 2025 Congenital heart diseases (CHDs), caused by structural abnormalities in the heart and blood vessels, pose a significant public health concern and contribute significantly to the socioeconomic burden, particularly in pediatric populations. Phonocardiograms ... Full text Open Access Cite
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