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Research Interests


Dr. Edwards is currently working to develop deep convolutional neural networks to diagnose pediatric heart disease from echocardiographic images. 

Selected Grants


Machine learning-enhanced cardiomyopathy prediction in childhood cancer survivors

ResearchPrincipal Investigator · Awarded by National Institutes of Health · 2026 - 2031

The North Carolina Congenital Heart Disease Surveillance Network

Public ServiceCo Investigator · Awarded by Centers for Disease Control and Prevention · 2024 - 2029

Building Interdisciplinary Research Careers in Women's Health - BIRCWH

Inst. Training Prgm or CMEScholar · Awarded by National Institute of Arthritis and Musculoskeletal and Skin Diseases · 2002 - 2027

Machine Learning-Based Identification of Cardiomyopathy Risk in Childhood Cancer Survivors

ResearchPrincipal Investigator · Awarded by Fred Hutchinson Cancer Center · 2023 - 2026