Dr. Matthew Jolley's research lab is focused on the visualization and quantification of congenitally abnormal heart structures using 3D imaging. Children with congenital heart disease have a broad range of anatomy and there are few readily available (commercial) tools to facilitate image-based structural phenotyping and patient specific planning of interventions. As such, we develop and apply custom tools built upon open-source platforms to help answer critical question in this the unique population. We collaborate with surgeons, cardiac imagers, interventional cardiologists, and computer scientists with the long-term goal of delivering personalized structural modeling to inform optimal interventions in an individual patient.
Main focuses of the lab include:
- Visualization and Quantification of Pediatric Heart Valve Structure
- Image Based Visualization and Modeling to Facilitate Interventional and Surgical Planning
- Novel Visualization of 3D Images
- Shape Analysis
- Machine Learning