Dr. Abhirup Banerjee

Biography

Abhirup Banerjee is a Royal Society University Research Fellow and Principal Investigator at the Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford. His research lies at the intersection of cardiovascular science, artificial intelligence, and computational modeling, with a focus on digital twins and geometric machine learning for cardiac diagnostics and interventions. He leads the Multimodal Medical Data Integration & Analysis (MultiMeDIA) Lab where his team develops personalized, predictive models of cardiac anatomy and function using large-scale imaging and physiological datasets. Dr. Banerjee's key work involves reconstructing patient-specific 3D/4D cardiac structures using coronary angiography, cardiac MRI, and ECG. His AI-driven pipelines are designed for real-time clinical applications and include patented innovations in collaboration with Oxford University Innovation. With a commitment to interdisciplinary innovation, his approach integrates advanced computational methodologies such as variational autoencoders and graph-based attention models, making significant contributions to data-driven approaches in cardiovascular medicine. He has authored over 80 peer-reviewed publications and actively participates in public outreach to promote awareness of biomedical engineering and digital health.

Research Interests

Experience

Awards