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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

Using the Observational Medical Outcomes Partnership Common Data Model for a multi-registry intensive care unit benchmarking federated analysis: lessons learned

Journal Article JAMIA Open · August 1, 2025 Objective Federated analysis is a method that allows data analysis to be performed on similar datasets without exchanging any data, thus facilitating international research collaboration while adhering to strict privacy laws. This study aimed to evaluate t ... Full text 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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