Research graph
References from Multi-Domain Spectral and Time-Series Imaging Representations for Pediatric Congenital Heart Disease Classification. Local targets link to admitted publications; unresolved targets remain external evidence.
Birth Prevalence of Congenital Heart Disease Worldwide: A Systematic Review and Meta-Analysis
10.1016/j.jacc.2011.08.025 · 2011 · External reference
The Incidence of Congenital Heart Disease
10.1016/s0735-1097(02)01886-7 · 2002 · External reference
Global Birth Prevalence of Congenital Heart Defects 1970–2017: Updated Systematic Review and Meta-Analysis of 260 Studies
10.1093/ije/dyz009 · 2019 · External reference
Lifetime Prevalence of Congenital Heart Disease in the General Population From 2000 to 2010
10.1161/circulationaha.113.008396 · 2014 · External reference
Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association
10.1161/cir.0000000000000659 · 2019 · External reference
10.3390/bios15100662
10.3390/bios15100662 · External reference
Congenital Heart Disease in Low- and Lower-Middle-Income Countries: Current Status and New Opportunities
10.1007/s11886-019-1248-z · 2019 · External reference
Heart Murmurs in Children: Evaluation and Management
2022 · External reference
Application of intelligent phonocardiography in the detection of congenital heart disease in pediatric patients: A narrative review
10.1016/j.ppedcard.2021.101455 · 2022 · External reference
10.3390/sym17111943
10.3390/sym17111943 · External reference
10.1186/s12887-025-05628-2
10.1186/s12887-025-05628-2 · External reference
Ventricular septal defect
10.1016/s0140-6736(10)61339-6 · 2011 · External reference
Atrial septal defects in the adult: Recent progress and overview
10.1161/circulationaha.105.592055 · 2006 · External reference
Patent ductus arteriosus
10.1161/circulationaha.105.592063 · 2006 · External reference
Incidence and size of patent foramen ovale during the first 10 decades of life: An autopsy study of 965 normal hearts
10.1016/s0025-6196(12)60336-x · 1984 · External reference
ZCHSound: Open-Source ZJU Paediatric Heart Sound Database With Congenital Heart Disease
10.1109/tbme.2023.3348800 · 2024 · External reference
Identifying Pediatric Heart Murmurs and Distinguishing Innocent from Pathologic Using Deep Learning
10.1016/j.artmed.2024.102867 · 2024 · External reference
An open access database for the evaluation of algorithms for identifying abnormal heart sound recordings
10.1088/0967-3334/37/12/2181 · 2016 · External reference
10.22489/cinc.2016.182-399
10.22489/cinc.2016.182-399 · External reference
An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition
10.1109/tpami.2016.2646371 · 2017 · External reference
10.1109/icassp.2017.7952585
10.1109/icassp.2017.7952585 · External reference
A robust deep learning framework based on spectrograms for heart sound classification
2023 · External reference
A Hybrid Framework of Transformer Encoder and Residential Conventional for Cardiovascular Disease Recognition Using Heart Sounds
10.1109/access.2024.3451660 · 2024 · External reference
Unresolved reference
External reference
10.3390/bioengineering12101033
10.3390/bioengineering12101033 · External reference
Logistic Regression-HSMM-Based Heart Sound Segmentation
2016 · External reference
Algorithms for Automatic Analysis and Classification of Heart Sounds—A Systematic Review
10.1109/access.2018.2889437 · 2019 · External reference
Per-Channel Energy Normalization: Why and How
10.1109/lsp.2018.2878620 · 2019 · External reference
Unresolved reference
External reference
10.3390/electronics13071179
10.3390/electronics13071179 · External reference
Heart sound diagnosis method based on multi-domain self-learning convolutional computation
10.1016/j.bspc.2024.106332 · 2024 · External reference
Classification of Phonocardiogram Based on Multi-View Deep Network
10.1007/s11063-022-10771-3 · 2023 · External reference
Systematic design and evaluation of a structure-guided multimodal framework for heart sound classification
10.1016/j.measurement.2025.119555 · 2026 · External reference
Precision Diagnosis: An Automated Method for Detecting Congenital Heart Diseases in Children From Phonocardiogram Signals Employing Deep Neural Network
10.1109/access.2024.3395389 · 2024 · External reference
10.1109/icai58407.2023.10136668
10.1109/icai58407.2023.10136668 · External reference
Handling Imbalanced Medical Datasets: Review of a Decade of Research
10.1007/s10462-024-10884-2 · 2024 · External reference
10.3390/app8122344
10.3390/app8122344 · External reference
Visualizing data using t-SNE
2008 · External reference
Follow the Sound of Children’s Heart: A Deep-Learning-Based Computer-Aided Pediatric CHDs Diagnosis System
10.1109/jiot.2019.2961132 · 2020 · External reference
10.1109/embc40787.2023.10340370
10.1109/embc40787.2023.10340370 · External reference
Automatic pediatric congenital heart disease classification based on heart sound signal
10.1016/j.artmed.2022.102257 · 2022 · External reference
10.3390/s20133790
10.3390/s20133790 · External reference
Deep learning-based computer-aided heart sound analysis in children with left-to-right shunt congenital heart disease
10.1016/j.ijcard.2021.12.012 · 2022 · External reference
LaCHeST: An AI-assisted auscultation tool for pediatric congenital heart diseases screening and validated via large-scale screening tasks
10.1016/j.bspc.2024.107474 · 2025 · External reference
10.1371/journal.pone.0276264
10.1371/journal.pone.0276264 · External reference
Heart Sounds Classification Based on High-Order Spectrogram and Multi-Convolutional Neural Network after a New Screening Strategy
10.1002/adts.202300549 · 2024 · External reference
A Dual Branch Feature Extraction Network for Heart Sound Signal Analysis
10.1038/s41598-025-12303-0 · 2025 · External reference
Heart Sounds Classification Based on High-Order Spectrogram and Multi-Convolutional Neural Network after a New Screening Strategy
10.1002/adts.202300549 · ExternalCitation · doi-reference
Handling Imbalanced Medical Datasets: Review of a Decade of Research
10.1007/s10462-024-10884-2 · ExternalCitation · doi-reference
Classification of Phonocardiogram Based on Multi-View Deep Network
10.1007/s11063-022-10771-3 · ExternalCitation · doi-reference
Congenital Heart Disease in Low- and Lower-Middle-Income Countries: Current Status and New Opportunities
10.1007/s11886-019-1248-z · ExternalCitation · doi-reference
Automatic pediatric congenital heart disease classification based on heart sound signal
10.1016/j.artmed.2022.102257 · ExternalCitation · doi-reference
Identifying Pediatric Heart Murmurs and Distinguishing Innocent from Pathologic Using Deep Learning
10.1016/j.artmed.2024.102867 · ExternalCitation · doi-reference
Heart sound diagnosis method based on multi-domain self-learning convolutional computation
10.1016/j.bspc.2024.106332 · ExternalCitation · doi-reference
LaCHeST: An AI-assisted auscultation tool for pediatric congenital heart diseases screening and validated via large-scale screening tasks
10.1016/j.bspc.2024.107474 · ExternalCitation · doi-reference
Deep learning-based computer-aided heart sound analysis in children with left-to-right shunt congenital heart disease
10.1016/j.ijcard.2021.12.012 · ExternalCitation · doi-reference
Birth Prevalence of Congenital Heart Disease Worldwide: A Systematic Review and Meta-Analysis
10.1016/j.jacc.2011.08.025 · ExternalCitation · doi-reference
Systematic design and evaluation of a structure-guided multimodal framework for heart sound classification
10.1016/j.measurement.2025.119555 · ExternalCitation · doi-reference
Application of intelligent phonocardiography in the detection of congenital heart disease in pediatric patients: A narrative review
10.1016/j.ppedcard.2021.101455 · ExternalCitation · doi-reference
Incidence and size of patent foramen ovale during the first 10 decades of life: An autopsy study of 965 normal hearts
10.1016/s0025-6196(12)60336-x · ExternalCitation · doi-reference
Ventricular septal defect
10.1016/s0140-6736(10)61339-6 · ExternalCitation · doi-reference
The Incidence of Congenital Heart Disease
10.1016/s0735-1097(02)01886-7 · ExternalCitation · doi-reference
A Dual Branch Feature Extraction Network for Heart Sound Signal Analysis
10.1038/s41598-025-12303-0 · ExternalCitation · doi-reference
An open access database for the evaluation of algorithms for identifying abnormal heart sound recordings
10.1088/0967-3334/37/12/2181 · ExternalCitation · doi-reference
Global Birth Prevalence of Congenital Heart Defects 1970–2017: Updated Systematic Review and Meta-Analysis of 260 Studies
10.1093/ije/dyz009 · ExternalCitation · doi-reference
Algorithms for Automatic Analysis and Classification of Heart Sounds—A Systematic Review
10.1109/access.2018.2889437 · ExternalCitation · doi-reference
Precision Diagnosis: An Automated Method for Detecting Congenital Heart Diseases in Children From Phonocardiogram Signals Employing Deep Neural Network
10.1109/access.2024.3395389 · ExternalCitation · doi-reference
A Hybrid Framework of Transformer Encoder and Residential Conventional for Cardiovascular Disease Recognition Using Heart Sounds
10.1109/access.2024.3451660 · ExternalCitation · doi-reference
10.1109/embc40787.2023.10340370
10.1109/embc40787.2023.10340370 · ExternalCitation · doi-reference
10.1109/icai58407.2023.10136668
10.1109/icai58407.2023.10136668 · ExternalCitation · doi-reference
10.1109/icassp.2017.7952585
10.1109/icassp.2017.7952585 · ExternalCitation · doi-reference
Follow the Sound of Children’s Heart: A Deep-Learning-Based Computer-Aided Pediatric CHDs Diagnosis System
10.1109/jiot.2019.2961132 · ExternalCitation · doi-reference
Per-Channel Energy Normalization: Why and How
10.1109/lsp.2018.2878620 · ExternalCitation · doi-reference
ZCHSound: Open-Source ZJU Paediatric Heart Sound Database With Congenital Heart Disease
10.1109/tbme.2023.3348800 · ExternalCitation · doi-reference
An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition
10.1109/tpami.2016.2646371 · ExternalCitation · doi-reference
Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association
10.1161/cir.0000000000000659 · ExternalCitation · doi-reference
Atrial septal defects in the adult: Recent progress and overview
10.1161/circulationaha.105.592055 · ExternalCitation · doi-reference
Patent ductus arteriosus
10.1161/circulationaha.105.592063 · ExternalCitation · doi-reference
Lifetime Prevalence of Congenital Heart Disease in the General Population From 2000 to 2010
10.1161/circulationaha.113.008396 · ExternalCitation · doi-reference
10.1186/s12887-025-05628-2
10.1186/s12887-025-05628-2 · ExternalCitation · doi-reference
10.1371/journal.pone.0276264
10.1371/journal.pone.0276264 · ExternalCitation · doi-reference
10.22489/cinc.2016.182-399
10.22489/cinc.2016.182-399 · ExternalCitation · doi-reference
10.3390/app8122344
10.3390/app8122344 · ExternalCitation · doi-reference
10.3390/bioengineering12101033
10.3390/bioengineering12101033 · ExternalCitation · doi-reference
10.3390/bios15100662
10.3390/bios15100662 · ExternalCitation · doi-reference
10.3390/electronics13071179
10.3390/electronics13071179 · ExternalCitation · doi-reference
10.3390/s20133790
10.3390/s20133790 · ExternalCitation · doi-reference
10.3390/sym17111943
10.3390/sym17111943 · ExternalCitation · doi-reference
