Fanwei Kong's research focuses on machine learning and computational methods to create digital twins of patients’ hearts and enable personalized virtual intervention planning and treatment outcome prediction. Specifically, she focuses on computer vision and scientific machine learning methods to construct computer models of the heart from patient images and estimate patient-specific cardiac mechanics. She is also interested in applying these methods to cardiovascular disease diagnosis and risk predictions.