📝 Publications

A personalized Time-resolved 3D Mesh Generative Model for Unveiling Normal Heart Dynamics
Mengyun Qiao, Kathryn A McGurk, Shuo Wang, Paul M. Matthews, Declan P O Regan, Wenjia Bai

• Developed a novel 4D mesh generative model for personalized cardiac anatomy reconstruction.
• Demonstrated improved accuracy in representing normal heart dynamics compared to baseline models.

Genetic and Phenotypic Architecture of Human Myocardial Trabeculation
Kathryn A. McGurk, Mengyun Qiao, et al.

• Investigated genetic factors influencing myocardial trabeculation patterns.
• Identified novel phenotypic correlations linked to cardiac health indicators.

CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy
Mengyun Qiao, Shuo Wang, Huaqi Qiu, Antonio de Marvao, Declan P. O’Regan, Daniel Rueckert, Wenjia Bai

• Introduced a conditional generative model to capture spatio-temporal variations in cardiac anatomy.
• Achieved significant improvements in cardiac disease prediction over existing methods.