Abhirup Banerjee
Abhirup Banerjee
Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, UK
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Use of machine learning and artificial intelligence to predict SARS-CoV-2 infection from full blood counts in a population
A Banerjee, S Ray, B Vorselaars, J Kitson, M Mamalakis, S Weeks, ...
International immunopharmacology 86, 106705, 2020
DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays
M Mamalakis, AJ Swift, B Vorselaars, S Ray, S Weeks, W Ding, ...
Computerized Medical Imaging and Graphics 94, 102008, 2021
Rough Sets and Stomped Normal Distribution for Simultaneous Segmentation and Bias Field Correction in Brain MR Images
A Banerjee, P Maji
IEEE Transactions on Image Processing 24 (12), 5764-5776, 2015
A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices
A Banerjee, J Camps, E Zacur, CM Andrews, Y Rudy, RP Choudhury, ...
Philosophical Transactions of the Royal Society A 379 (2212), 20200257, 2021
Rapid neutrophil mobilization by VCAM-1+ endothelial cell-derived extracellular vesicles
N Akbar, AT Braithwaite, EM Corr, GJ Koelwyn, C van Solingen, ...
Cardiovascular research 119 (1), 236-251, 2023
Rough-probabilistic clustering and hidden Markov random field model for segmentation of HEp-2 cell and brain MR images
A Banerjee, P Maji
Applied Soft Computing 46, 558-576, 2016
Biventricular surface reconstruction from cine MRI contours using point completion networks
M Beetz, A Banerjee, V Grau
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 105-109, 2021
Rough Sets for Bias Field Correction in MR Images Using Contraharmonic Mean and Quantitative Index
A Banerjee, P Maji
IEEE Transactions on Medical Imaging 32 (11), 2140-2151, 2013
Generating subpopulation-specific biventricular anatomy models using conditional point cloud variational autoencoders
M Beetz, A Banerjee, V Grau
International Workshop on Statistical Atlases and Computational Models of …, 2021
Multi-domain variational autoencoders for combined modeling of MRI-based biventricular anatomy and ECG-based cardiac electrophysiology
M Beetz, A Banerjee, V Grau
Frontiers in physiology 13, 886723, 2022
Spatially Constrained Student’s t-Distribution Based Mixture Model for Robust Image Segmentation
A Banerjee, P Maji
Journal of Mathematical Imaging and Vision 60, 355-381, 2018
Point-cloud method for automated 3D coronary tree reconstruction from multiple non-simultaneous angiographic projections
A Banerjee, F Galassi, E Zacur, GL De Maria, RP Choudhury, V Grau
IEEE transactions on medical imaging 39 (4), 1278-1290, 2019
Combined generation of electrocardiogram and cardiac anatomy models using multi-modal variational autoencoders
M Beetz, A Banerjee, Y Sang, V Grau
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-4, 2022
Predicting 3D cardiac deformations with point cloud autoencoders
M Beetz, J Ossenberg-Engels, A Banerjee, V Grau
International Workshop on Statistical Atlases and Computational Models of …, 2021
Interpretable cardiac anatomy modeling using variational mesh autoencoders
M Beetz, J Corral Acero, A Banerjee, I Eitel, E Zacur, T Lange, ...
Frontiers in Cardiovascular Medicine 9, 983868, 2022
Deep computational model for the inference of ventricular activation properties
L Li, J Camps, A Banerjee, M Beetz, B Rodriguez, V Grau
International Workshop on Statistical Atlases and Computational Models of …, 2022
Segmentation of bias field induced brain MR images using rough sets and stomped-t distribution
A Banerjee, P Maji
Information Sciences 504, 520-545, 2019
Acute response in the noninfarcted myocardium predicts long-term major adverse cardiac events after STEMI
M Shanmuganathan, A Masi, MK Burrage, RA Kotronias, A Borlotti, ...
Cardiovascular Imaging 16 (1), 46-59, 2023
A spatially constrained probabilistic model for robust image segmentation
A Banerjee, P Maji
IEEE Transactions on Image Processing 29, 4898-4910, 2020
Automated 3D whole-heart mesh reconstruction from 2D cine MR slices using statistical shape model
A Banerjee, E Zacur, RP Choudhury, V Grau
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
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