Contact information
abhirup.banerjee@eng.ox.ac.uk
abhirup.banerjee@cardiov.ox.ac.uk
+44 (0) 7448807087
https://orcid.org/0000-0001-8198-5128
Institute of Biomedical Engineering, Old Road Campus Research Building, Oxford OX3 7DQ
Colleges
Abhirup Banerjee
PhD, MStat, BSc (Hons)
Royal Society University Research Fellow
Multi-Modal Integration of Cardiac Imaging During Real-Time Catheterisation
My research work is mainly focused on the Development of an automated system to co-register 3D coronary arterial (CA) tree from 2D x-ray angiograms with corresponding 3D volume rendering of the heart from cardiac magnetic resonance (CMR). I have joined the Department of Engineering Science, University of Oxford as the Royal Society University Research Fellow from October 2022. I previously worked as the Postdoctoral researcher with Prof. Robin Choudhury (CVM) since August 2017 and currently hold the Visitor Status in the CVM.
I have developed a novel solution for automated 3D CA tree reconstruction from multiple 2D angiographic projections and currently working on the application of 3D model for non-invasive extraction of clinically significant information. Along with my main research in cardiovascular imaging, I am involved in few biomedical imaging projects, such as 3D reconstruction of cerebro-vascular tree, coronary sinus, etc. I have served as the Stipendiary Lecturer in Engineering Science in the Mansfield College, Oxford between January-June 2020.
I have received the BSc (Hons) and Master degree both in Statistics from the University of Calcutta and the Indian Statistical Institute, respectively. I have obtained my Ph.D. degree in Computer Science from the Indian Statistical Institute, Kolkata, for my work on Automated Segmentation of Brain Tissue Classes from MR Images.
I serve as an Innovation Champion in the Oxford University Innovation and a Mental Health First Aider in the RDM. In my personal life, I am an avid movie buff and a street photographer.
Key publications
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Journal article
Banerjee A. et al, (2020), IEEE Transactions on Medical Imaging, 39, 1278 - 1290
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Journal article
Banerjee A. and Maji P., (2013), IEEE Trans Med Imaging, 32, 2140 - 2151
Recent publications
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Journal article
Beetz M. et al, (2023), Medical Image Analysis, 102975 - 102975
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Journal article
Beccano-Kelly DA. et al, (2023), iScience, 26
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Modeling 3D cardiac contraction and relaxation with point cloud
deformation networks
Preprint
Beetz M. et al, (2023)
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Multi-objective point cloud autoencoders for explainable myocardial
infarction prediction
Preprint
Beetz M. et al, (2023)
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Multi-class point cloud completion networks for 3D cardiac anatomy
reconstruction from cine magnetic resonance images
Preprint
Beetz M. et al, (2023)
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3D Shape-Based Myocardial Infarction Prediction Using Point Cloud
Classification Networks
Preprint
Beetz M. et al, (2023)
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Influence of Myocardial Infarction on QRS Properties: A Simulation Study
Conference paper
Li L. et al, (2023)
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3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks
Conference paper
BEETZ M. et al, (2023)
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Journal article
Banerjee A. and Mukhoti SK., (2023), Stat
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Journal article
Shanmuganathan M. et al, (2023), Front Cardiovasc Med, 10