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References from Computer-Based Simulation Technologies in Pediatric Cardiovascular Diseases: A Systematic Review of Applications and Outcomes. Local targets link to admitted publications; unresolved targets remain external evidence.
Social determinants of health and outcomes for children and adults with congenital heart disease: A systematic review
10.1038/s41390-020-01196-6 · 2021 · External reference
Personalized stent design for congenital heart defects using pulsatile blood flow simulations
10.1016/j.jbiomech.2018.09.013 · 2018 · External reference
Early postoperative arrhythmias after pediatric congenital heart disease surgery: A 5-year audit from a lower- to middle-income country
10.4266/acc.2020.00990 · 2022 · 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
A Novel Virtual Reality Medical Image Display System for Group Discussions of Congenital Heart Disease: Development and Usability Testing
10.2196/20633 · 2020 · External reference
10.3390/biom11020270
10.3390/biom11020270 · External reference
Novel, 3D Display of Heart Models in the Postoperative Care Setting Improves CICU Caregiver Confidence
10.1177/2150135117745005 · 2018 · External reference
Fast-track virtual reality for cardiac imaging in congenital heart disease
10.1111/jocs.15508 · 2021 · External reference
Clinical 3D modeling to guide pediatric cardiothoracic surgery and intervention using 3D printed anatomic models, computer aided design and virtual reality
10.1186/s41205-022-00137-9 · 2022 · External reference
Pediatric heart disease simulation curriculum: Educating the pediatrician
10.1111/chd.12483 · 2017 · External reference
Emerging 3D technologies and applications within congenital heart disease: Teach, predict, plan and guide
10.2217/fca-2020-0004 · 2020 · External reference
Advanced imaging and digitization of preserved heart specimens using virtual reality—A primer
10.4103/apc.apc_176_21 · 2022 · External reference
Advanced Medical Use of Three-Dimensional Imaging in Congenital Heart Disease: Augmented Reality, Mixed Reality, Virtual Reality, and Three-Dimensional Printing
10.3348/kjr.2019.0625 · 2020 · External reference
Impact of 3D printing on cardiac surgery in congenital heart diseases: A systematic review and meta-analysis
2024 · External reference
Epidemiology and outcomes after in-hospital cardiac arrest after pediatric cardiac surgery
10.1016/j.athoracsur.2014.06.103 · 2014 · External reference
Use of virtual reality for pediatric cardiac critical care simulation
2021 · External reference
Simulation as an educational tool in the pediatric cardiac intensive care unit
10.1007/s40124-021-00241-0 · 2021 · External reference
The Utility of Simulation in the Management of Patients With Congenital Heart Disease: Past, Present, and Future
10.1177/1089253217746243 · 2018 · External reference
Simulation in cardiology: State of the art
10.1093/eurheartj/ehu527 · 2015 · External reference
The PRISMA 2020 statement: An updated guideline for reporting systematic reviews
10.1136/bmj.n71 · 2021 · External reference
The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers
2018 · External reference
Unresolved reference
External reference
ROBINS-I: A tool for assessing risk of bias in non-randomised studies of interventions
10.1136/bmj.i4919 · 2016 · External reference
Unresolved reference
External reference
The role of virtual reality in management of complex congenital heart diseases in comparison to conventional cardiac computed tomography scan
10.1016/j.mjafi.2025.05.015 · 2025 · External reference
10.3390/app15158595
10.3390/app15158595 · External reference
Mixed reality for preoperative planning and intraoperative assistance of surgical correction of complex congenital heart defects
10.1016/j.jtcvs.2024.12.034 · 2025 · External reference
Virtual Reality Curriculum Increases Pediatric Clerkship Students’ Knowledge of Congenital Heart Disease
10.1007/s00246-025-03797-6 · 2026 · External reference
Augmented Reality Visualization of 3D Rotational Angiography in Congenital Heart Disease: A Comparative Study to Standard Computer Visualization
10.1007/s00246-023-03278-8 · 2024 · External reference
10.1109/vis55277.2024.00048
10.1109/vis55277.2024.00048 · External reference
Introduction of transcatheter edge-to-edge repair in patients with congenital heart disease at a children’s hospital
2024 · External reference
Successful Implantation of HeartMate3 in a Small Child after Multimodality Imaging Pathway to Assess Feasibility
10.1097/mat.0000000000002069 · 2024 · External reference
10.3389/fcvm.2023.1191705
10.3389/fcvm.2023.1191705 · External reference
Optimized preoperative planning of double outlet right ventricle patients by 3D printing and virtual reality: A pilot study
2023 · External reference
10.3389/fcvm.2023.1193800
10.3389/fcvm.2023.1193800 · External reference
Virtual reality curriculum increases paediatric residents’ knowledge of CHDs
10.1017/s1047951122000890 · 2023 · External reference
Fast-Track virtual reality software to facilitate 3-dimensional reconstruction in congenital heart disease
2023 · External reference
Comparative effectiveness of virtual reality (VR) vs 3D printed models of congenital heart disease in resident and nurse practitioner educational experience
10.1186/s41205-022-00164-6 · 2023 · External reference
Mixed-reality hologram for diagnosis and surgical planning of double outlet of the right ventricle: A pilot study
10.1016/j.crad.2020.10.017 · 2021 · External reference
Modeling tool for rapid virtual planning of the intracardiac baffle in double-outlet right ventricle
10.1016/j.athoracsur.2021.02.058 · 2021 · External reference
3D virtual reality imaging of major aortopulmonary collateral arteries: A novel diagnostic modality
10.1177/21501351211045064 · 2021 · External reference
Enhanced 3D visualization for planning biventricular repair of double outlet right ventricle: A pilot study on the advantages of virtual reality
10.1093/ehjdh/ztab087 · 2021 · External reference
Virtual reality three-dimensional echocardiographic imaging for planning surgical atrioventricular valve repair
10.1016/j.xjtc.2021.02.044 · 2021 · External reference
10.3389/fcvm.2021.633611
10.3389/fcvm.2021.633611 · External reference
10.1109/vahc53616.2021.00012
10.1109/vahc53616.2021.00012 · External reference
Three-dimensional printing, virtual reality and mixed reality for pulmonary atresia: Early surgical outcomes evaluation
10.1016/j.hlc.2020.03.017 · 2021 · External reference
Four-dimensional virtual reality cine cardiac models using free open-source software
10.1007/s00247-020-04758-2 · 2020 · External reference
10.5220/0009160702810287
10.5220/0009160702810287 · External reference
Mixed-reality view of cardiac specimens: A new approach to understanding complex intracardiac congenital lesions
10.1007/s00247-020-04740-y · 2020 · External reference
Mixed reality holograms for heart surgery planning: First user experience in congenital heart disease
10.1093/ehjci/jey184 · 2019 · External reference
Role of virtual reality in congenital heart disease
10.1111/chd.12587 · 2018 · External reference
10.1109/embc.2016.7591365
10.1109/embc.2016.7591365 · External reference
Presurgical planning using image-based in silico anatomical and functional characterization of Tetralogy of Fallot with associated anomalies
10.1093/icvts/ivu368 · 2015 · External reference
Individualized computer-based surgical planning to address pulmonary arteriovenous malformations in patients with a single ventricle with an interrupted inferior vena cava and azygous continuation
10.1016/j.jtcvs.2010.11.032 · 2011 · External reference
Three-dimensional echocardiographic virtual endoscopy for the diagnosis of congenital heart disease in children
10.1007/s10554-010-9649-5 · 2010 · External reference
The practical clinical value of three-dimensional models of complex congenitally malformed hearts
10.1016/j.jtcvs.2009.03.011 · 2009 · External reference
Virtual Reality in Cardiac Diseases: The Challenges and Applications
2023 · External reference
Extended reality in cardiovascular care: A systematic review
10.1093/ehjdh/ztaf070 · 2025 · External reference
Transforming care in congenital heart disease: The role of extended reality in family and trainee education and procedural planning
10.1007/s11886-025-02323-7 · 2025 · External reference
10.3390/virtualworlds4030042
10.3390/virtualworlds4030042 · External reference
Extended Reality—A Narrative Review of Current State and Best Use in Health Care Simulation
2025 · External reference
Evaluating knowledge acquisition, confidence, and cognitive workload in immersive virtual reality anatomy education: A prospective study of medical students
10.1007/s00276-026-03942-7 · 2026 · External reference
10.3389/fmed.2025.1703740
10.3389/fmed.2025.1703740 · External reference
Unresolved reference
External reference
A Closed-Loop Clinical Reasoning Training and Multi-Dimensional Evaluation System Based on Deliberate Practice and Kolb’s Experiential Learning Theory for Medical Interns
10.17161/sjm.v3i2.25485 · 2026 · External reference
Extended Reality in Health Care Simulation: Current State, Challenges, and Future Directions
10.1097/nne.0000000000001996 · 2025 · External reference
Augmented Reality Visualization of 3D Rotational Angiography in Congenital Heart Disease: A Comparative Study to Standard Computer Visualization
10.1007/s00246-023-03278-8 · ExternalCitation · doi-reference
Virtual Reality Curriculum Increases Pediatric Clerkship Students’ Knowledge of Congenital Heart Disease
10.1007/s00246-025-03797-6 · ExternalCitation · doi-reference
Mixed-reality view of cardiac specimens: A new approach to understanding complex intracardiac congenital lesions
10.1007/s00247-020-04740-y · ExternalCitation · doi-reference
Four-dimensional virtual reality cine cardiac models using free open-source software
10.1007/s00247-020-04758-2 · ExternalCitation · doi-reference
Evaluating knowledge acquisition, confidence, and cognitive workload in immersive virtual reality anatomy education: A prospective study of medical students
10.1007/s00276-026-03942-7 · ExternalCitation · doi-reference
Three-dimensional echocardiographic virtual endoscopy for the diagnosis of congenital heart disease in children
10.1007/s10554-010-9649-5 · ExternalCitation · doi-reference
Transforming care in congenital heart disease: The role of extended reality in family and trainee education and procedural planning
10.1007/s11886-025-02323-7 · ExternalCitation · doi-reference
Simulation as an educational tool in the pediatric cardiac intensive care unit
10.1007/s40124-021-00241-0 · ExternalCitation · doi-reference
Epidemiology and outcomes after in-hospital cardiac arrest after pediatric cardiac surgery
10.1016/j.athoracsur.2014.06.103 · ExternalCitation · doi-reference
Modeling tool for rapid virtual planning of the intracardiac baffle in double-outlet right ventricle
10.1016/j.athoracsur.2021.02.058 · ExternalCitation · doi-reference
Mixed-reality hologram for diagnosis and surgical planning of double outlet of the right ventricle: A pilot study
10.1016/j.crad.2020.10.017 · ExternalCitation · doi-reference
Three-dimensional printing, virtual reality and mixed reality for pulmonary atresia: Early surgical outcomes evaluation
10.1016/j.hlc.2020.03.017 · ExternalCitation · doi-reference
Personalized stent design for congenital heart defects using pulsatile blood flow simulations
10.1016/j.jbiomech.2018.09.013 · ExternalCitation · doi-reference
The practical clinical value of three-dimensional models of complex congenitally malformed hearts
10.1016/j.jtcvs.2009.03.011 · ExternalCitation · doi-reference
Individualized computer-based surgical planning to address pulmonary arteriovenous malformations in patients with a single ventricle with an interrupted inferior vena cava and azygous continuation
10.1016/j.jtcvs.2010.11.032 · ExternalCitation · doi-reference
Mixed reality for preoperative planning and intraoperative assistance of surgical correction of complex congenital heart defects
10.1016/j.jtcvs.2024.12.034 · ExternalCitation · doi-reference
The role of virtual reality in management of complex congenital heart diseases in comparison to conventional cardiac computed tomography scan
10.1016/j.mjafi.2025.05.015 · ExternalCitation · doi-reference
Virtual reality three-dimensional echocardiographic imaging for planning surgical atrioventricular valve repair
10.1016/j.xjtc.2021.02.044 · ExternalCitation · doi-reference
Virtual reality curriculum increases paediatric residents’ knowledge of CHDs
10.1017/s1047951122000890 · ExternalCitation · doi-reference
Social determinants of health and outcomes for children and adults with congenital heart disease: A systematic review
10.1038/s41390-020-01196-6 · ExternalCitation · doi-reference
Mixed reality holograms for heart surgery planning: First user experience in congenital heart disease
10.1093/ehjci/jey184 · ExternalCitation · doi-reference
Enhanced 3D visualization for planning biventricular repair of double outlet right ventricle: A pilot study on the advantages of virtual reality
10.1093/ehjdh/ztab087 · ExternalCitation · doi-reference
Extended reality in cardiovascular care: A systematic review
10.1093/ehjdh/ztaf070 · ExternalCitation · doi-reference
Simulation in cardiology: State of the art
10.1093/eurheartj/ehu527 · ExternalCitation · doi-reference
Presurgical planning using image-based in silico anatomical and functional characterization of Tetralogy of Fallot with associated anomalies
10.1093/icvts/ivu368 · 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
Successful Implantation of HeartMate3 in a Small Child after Multimodality Imaging Pathway to Assess Feasibility
10.1097/mat.0000000000002069 · ExternalCitation · doi-reference
Extended Reality in Health Care Simulation: Current State, Challenges, and Future Directions
10.1097/nne.0000000000001996 · ExternalCitation · doi-reference
10.1109/embc.2016.7591365
10.1109/embc.2016.7591365 · ExternalCitation · doi-reference
10.1109/vahc53616.2021.00012
10.1109/vahc53616.2021.00012 · ExternalCitation · doi-reference
10.1109/vis55277.2024.00048
10.1109/vis55277.2024.00048 · ExternalCitation · doi-reference
Pediatric heart disease simulation curriculum: Educating the pediatrician
10.1111/chd.12483 · ExternalCitation · doi-reference
Role of virtual reality in congenital heart disease
10.1111/chd.12587 · ExternalCitation · doi-reference
Fast-track virtual reality for cardiac imaging in congenital heart disease
10.1111/jocs.15508 · ExternalCitation · doi-reference
ROBINS-I: A tool for assessing risk of bias in non-randomised studies of interventions
10.1136/bmj.i4919 · ExternalCitation · doi-reference
The PRISMA 2020 statement: An updated guideline for reporting systematic reviews
10.1136/bmj.n71 · ExternalCitation · doi-reference
The Utility of Simulation in the Management of Patients With Congenital Heart Disease: Past, Present, and Future
10.1177/1089253217746243 · ExternalCitation · doi-reference
Novel, 3D Display of Heart Models in the Postoperative Care Setting Improves CICU Caregiver Confidence
10.1177/2150135117745005 · ExternalCitation · doi-reference
3D virtual reality imaging of major aortopulmonary collateral arteries: A novel diagnostic modality
10.1177/21501351211045064 · ExternalCitation · doi-reference
Clinical 3D modeling to guide pediatric cardiothoracic surgery and intervention using 3D printed anatomic models, computer aided design and virtual reality
10.1186/s41205-022-00137-9 · ExternalCitation · doi-reference
Comparative effectiveness of virtual reality (VR) vs 3D printed models of congenital heart disease in resident and nurse practitioner educational experience
10.1186/s41205-022-00164-6 · ExternalCitation · doi-reference
A Closed-Loop Clinical Reasoning Training and Multi-Dimensional Evaluation System Based on Deliberate Practice and Kolb’s Experiential Learning Theory for Medical Interns
10.17161/sjm.v3i2.25485 · ExternalCitation · doi-reference
A Novel Virtual Reality Medical Image Display System for Group Discussions of Congenital Heart Disease: Development and Usability Testing
10.2196/20633 · ExternalCitation · doi-reference
Emerging 3D technologies and applications within congenital heart disease: Teach, predict, plan and guide
10.2217/fca-2020-0004 · ExternalCitation · doi-reference
Advanced Medical Use of Three-Dimensional Imaging in Congenital Heart Disease: Augmented Reality, Mixed Reality, Virtual Reality, and Three-Dimensional Printing
10.3348/kjr.2019.0625 · ExternalCitation · doi-reference
10.3389/fcvm.2021.633611
10.3389/fcvm.2021.633611 · ExternalCitation · doi-reference
10.3389/fcvm.2023.1191705
10.3389/fcvm.2023.1191705 · ExternalCitation · doi-reference
10.3389/fcvm.2023.1193800
10.3389/fcvm.2023.1193800 · ExternalCitation · doi-reference
10.3389/fmed.2025.1703740
10.3389/fmed.2025.1703740 · ExternalCitation · doi-reference
10.3390/app15158595
10.3390/app15158595 · ExternalCitation · doi-reference
10.3390/biom11020270
10.3390/biom11020270 · ExternalCitation · doi-reference
10.3390/virtualworlds4030042
10.3390/virtualworlds4030042 · ExternalCitation · doi-reference
Advanced imaging and digitization of preserved heart specimens using virtual reality—A primer
10.4103/apc.apc_176_21 · ExternalCitation · doi-reference
Early postoperative arrhythmias after pediatric congenital heart disease surgery: A 5-year audit from a lower- to middle-income country
10.4266/acc.2020.00990 · ExternalCitation · doi-reference
10.5220/0009160702810287
10.5220/0009160702810287 · ExternalCitation · doi-reference