Congenital Heart Disease in Children Clinical Trial
Official title:
Multi-center Study on Exploration and Application of Artificial Intelligence Technology-Assisted Heart Sound Recognition System in Children's Congenital Heart Disease Screening
The objective of this study is to establish AI algorithm based on the deep learning to strengthen the ability to classify the heart murmurs of healthy people and different major or other subdivided congenital heart diseases(CHDs) and to evaluate the effectiveness of artificial intelligence technology-assisted heart sound recognition system (referred to as: Heart sound AI recognition system) for multi-center CHD screening.
This is a multi-center cluster cross-sectional study in CHINA. Heart sounds will be collected by auscultation using an electronic stethoscope in children (0 ~ 18 years old) confirmed with or without CHDs by echocardiography during outpatient or hospitalization in 10 pediatric medical centers. Heart sounds will be visualized as phonocardiogram, and feature extraction will be done after classification of normal and abnormal heart sounds and labeling the characteristics of heart murmurs by pediatric cardiovascular specialists. Artificial intelligence algorithm (machine learning, deep learning, etc.) will be trained to build a heart sounds recognition system with the data mentioned above.We will use the receiver operating characteristic (ROC) curve to compare the ability of recognition and classification of abnormal heart sounds between different artificial intelligence algorithm. Taken the results of echocardiography as the gold standard, we will use the evaluation indexes,such as sensitivity, specificity, accuracy, positive predictive value, negative predictive value, etc, to compare the diagnostic capacity of CHD screening between the AI recognition system and human cardiovascular pediatricians. Our target is to use artificial intelligence technology to assist heart auscultation for CHD screening. ;
| Status | Clinical Trial | Phase | |
|---|---|---|---|
| Enrolling by invitation |
NCT05975658 -
WIReD: Wireless Interstage Remote Device Study
|
||
| Completed |
NCT05546983 -
How to Report Postoperative Outcomes After a Paediatric Cardiac Surgery ?
|
||
| Completed |
NCT03229538 -
STeroids to REduce Systemic Inflammation After Infant Heart Surgery
|
Phase 3 | |
| Completed |
NCT05579964 -
The Role of Dexmedetomidine as Myocardial Protector in Pediatric Cardiac Surgery Total Correction of Tetralogy of Fallot
|
Phase 2/Phase 3 | |
| Recruiting |
NCT04604418 -
Outcomes and Health Care Resource Utilization in Pediatric Congenital Heart Disease Patients Undergoing Non-Cardiac Procedures
|
||
| Recruiting |
NCT05128084 -
Amotosalen and Platelet Transfusion in Pediatric Heart Surgery
|
||
| Completed |
NCT05778240 -
Adherence to Palivizumab Prophylaxis
|
N/A | |
| Completed |
NCT04666857 -
Family Centred Early Intervention of Infants With Congenital Heart Disease
|
N/A | |
| Terminated |
NCT03136900 -
Impact on the Nitrogen Balance, Autonomy, Safety and Tolerance of Enteral Diets Made of With Nutrilon Without Lactose® Fortified by Concentration Versus by Maltodextrin and Oil Supplementation,After Surgery for Congenital Heart Disease, in Infants.
|
N/A | |
| Recruiting |
NCT05910320 -
Evaluation of an Investigational Wearable Vital Signs Monitoring Device in Healthy Infants
|
N/A | |
| Not yet recruiting |
NCT05778175 -
Common Cases in Pediatric Intensive Care in Assuit University Cardiology Institute, a Clinical Audit
|
||
| Completed |
NCT05284500 -
Predictive Pre and Peroperative Factors for MODS-2 in Pediatric Cardiac Surgery
|
||
| Completed |
NCT04295239 -
Non-invasive Monitoring of Cerebral Self-regulation in Perioperative Neonatal Cardiac Surgery
|
N/A | |
| Completed |
NCT05142046 -
Influence of Intraoperative Fluid Balance on the Incidence of Adverse Events in Pediatric Cardiac Surgery
|
||
| Recruiting |
NCT04040452 -
Continuous vs Intermittent Ketorolac for Pain Control in Peds CV Surgery
|
Phase 4 | |
| Not yet recruiting |
NCT06431269 -
Feasibility and Efficiency of Screening for Neurodevelopmental Disorders by an Advanced Practice Nurse in Children With Congenital Heart Disease
|
N/A | |
| Recruiting |
NCT05268094 -
Comparison of Methods of Pulmonary Blood Flow Augmentation in Neonates: Shunt Versus Stent (The COMPASS Trial)
|
N/A | |
| Recruiting |
NCT04315610 -
Personalized Mobile App for Parents of Infants With Cardiac Disease
|
N/A | |
| Completed |
NCT04018079 -
Left Ventricular Dysfunction Post-surgical Patent Ductus Arteriosus Ligation in Children: Predictor Factors Analysis
|
||
| Recruiting |
NCT05496803 -
Impact of Systematic Nursing Guidance on the Psychological Effects of Parents of Children With Cardiac Catheterization.
|
N/A |