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Abhirup Banerjee · SciRah

Researcher profile · Semantic Scholar

Abhirup Banerjee

University of Oxford

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Abhirup Banerjee — researcher profile on SciRah

ORCID iD 0000-0001-8198-5128Homepage

h-index: 17
Works: 54
Citations: 947

Most-cited papers

Use of Machine Learning and Artificial Intelligence to predict SARS-CoV-2 infection from Full Blood Counts in a population
Abhirup Banerjee, Surajit Ray, Bart Vorselaars, J. Kitson +4 more
2020International Immunopharmacology160 citations Open access
Semantic Scholar
DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays
M. Mamalakis, A. Swift, Bart Vorselaars, Surajit Ray +5 more
2021Comput. Medical Imaging Graph.96 citations Open access
Semantic Scholar
A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices
Abhirup Banerjee, J. Camps, E. Zacur, Christopher M. Andrews +4 more
2021Philosophical Transactions of the Royal Society A82 citations Open access
Semantic Scholar
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images
M. Beetz, Abhirup Banerjee, Julius Ossenberg-Engels, V. Grau
2023Medical Image Anal.42 citations Open access
Semantic Scholar
Multi-Domain Variational Autoencoders for Combined Modeling of MRI-Based Biventricular Anatomy and ECG-Based Cardiac Electrophysiology
M. Beetz, Abhirup Banerjee, V. Grau
2022Frontiers in Physiology38 citations Open access
Semantic Scholar
Rough Sets and Stomped Normal Distribution for Simultaneous Segmentation and Bias Field Correction in Brain MR Images
Abhirup Banerjee, Pradipta Maji
2015IEEE Transactions on Image Processing35 citations
Semantic Scholar
Interpretable cardiac anatomy modeling using variational mesh autoencoders
M. Beetz, Jorge Corral Acero, Abhirup Banerjee, I. Eitel +10 more
2022Frontiers in Cardiovascular Medicine32 citations Open access
Semantic Scholar
Rough-probabilistic clustering and hidden Markov random field model for segmentation of HEp-2 cell and brain MR images
Abhirup Banerjee, Pradipta Maji
2016Applied Soft Computing32 citations
Semantic Scholar
Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections
Abhirup Banerjee, Francesca Galassi, E. Zacur, G. De Maria +2 more
2020IEEE Transactions on Medical Imaging29 citations Open access
Semantic Scholar
Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders
M. Beetz, Abhirup Banerjee, V. Grau
2021STACOM@MICCAI28 citations Open access
Semantic Scholar
Point2Mesh-Net: Combining Point Cloud and Mesh-Based Deep Learning for Cardiac Shape Reconstruction
M. Beetz, Abhirup Banerjee, V. Grau
2022STACOM@MICCAI26 citations
Semantic Scholar
Biventricular Surface Reconstruction From Cine Mri Contours Using Point Completion Networks
M. Beetz, Abhirup Banerjee, V. Grau
2021IEEE International Symposium on Biomedical Imaging25 citations
Semantic Scholar
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction
Chen Chen, Lei Li, M. Beetz, Abhirup Banerjee +2 more
2024IEEE Transactions on Big Data23 citations Open access
Semantic Scholar
Deep Computational Model for the Inference of Ventricular Activation Properties
Lei Li, J. Camps, Abhirup Banerjee, M. Beetz +2 more
2022STACOM@MICCAI21 citations Open access
Semantic Scholar
Combined Generation of Electrocardiogram and Cardiac Anatomy Models Using Multi-Modal Variational Autoencoders
M. Beetz, Abhirup Banerjee, Yuling Sang, V. Grau
2022IEEE International Symposium on Biomedical Imaging18 citations
Semantic Scholar
Rough Sets for Bias Field Correction in MR Images Using Contraharmonic Mean and Quantitative Index
Abhirup Banerjee, Pradipta Maji
2013IEEE Transactions on Medical Imaging18 citations
Semantic Scholar
Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks
M. Beetz, Abhirup Banerjee, V. Grau
2023IEEE journal of biomedical and health informatics17 citations Open access
Semantic Scholar
Automated 3D Whole-Heart Mesh Reconstruction From 2D Cine MR Slices Using Statistical Shape Model
Abhirup Banerjee, E. Zacur, R. Choudhury, V. Grau
2022Annual International Conference of the IEEE Engineering in Medicine and Biology Society17 citations
Semantic Scholar
Predicting 3D Cardiac Deformations with Point Cloud Autoencoders
M. Beetz, Julius Ossenberg-Engels, Abhirup Banerjee, V. Grau
2021STACOM@MICCAI15 citations
Semantic Scholar
Spatially Constrained Student’s t-Distribution Based Mixture Model for Robust Image Segmentation
Abhirup Banerjee, Pradipta Maji
2017Journal of Mathematical Imaging and Vision15 citations
Semantic Scholar
Rapid neutrophil mobilization by VCAM-1+ endothelial cell-derived extracellular vesicles
N. Akbar, A. Braithwaite, Emma M. Corr, G. Koelwyn +29 more
2022Cardiovascular Research14 citations Open access
Semantic Scholar
Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-Nets
M. Beetz, Abhirup Banerjee, V. Grau
2022GEOmedia13 citations
Semantic Scholar
Mesh U-Nets for 3D Cardiac Deformation Modeling
M. Beetz, J. C. Acero, Abhirup Banerjee, I. Eitel +10 more
2022STACOM@MICCAI13 citations Open access
Semantic Scholar
DeepCA: Deep Learning-Based 3D Coronary Artery Tree Reconstruction from Two 2D Non-Simultaneous X-Ray Angiography Projections
Yiying Wang, Abhirup Banerjee, Robin P. Choudhury, V. Grau
2024IEEE Workshop/Winter Conference on Applications of Computer Vision12 citations Open access
Semantic Scholar
Automated Torso Contour Extraction from Clinical Cardiac MR Slices for 3D Torso Reconstruction
Hannah Smith, Abhirup Banerjee, R. Choudhury, V. Grau
2022Annual International Conference of the IEEE Engineering in Medicine and Biology Society12 citations
Semantic Scholar
Segmentation of bias field induced brain MR images using rough sets and stomped-t distribution
Abhirup Banerjee, Pradipta Maji
2019Information Sciences11 citations Open access
Semantic Scholar
A Spatially Constrained Probabilistic Model for Robust Image Segmentation
Abhirup Banerjee, Pradipta Maji
2020IEEE Transactions on Image Processing10 citations Open access
Semantic Scholar
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks
M. Beetz, Yi-Lun Yang, Abhirup Banerjee, Lei Li +1 more
2023Annual International Conference of the IEEE Engineering in Medicine and Biology Society9 citations Open access
Semantic Scholar
NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation
Yiying Wang, Abhirup Banerjee, V. Grau
2024Bioengineering8 citations Open access
Semantic Scholar
Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network
Haorui He, Abhirup Banerjee, Robin P. Choudhury, V. Grau
2023STACOM@MICCAI8 citations
Semantic Scholar
Semi-Supervised Coronary Vessels Segmentation from Invasive Coronary Angiography with Connectivity-Preserving Loss Function
Hao-Rui He, Abhirup Banerjee, M. Beetz, R. Choudhury +1 more
2022IEEE International Symposium on Biomedical Imaging8 citations
Semantic Scholar
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction
M. Beetz, Abhirup Banerjee, V. Grau
2023International Conference on Medical Image Computing and Computer-Assisted Intervention7 citations Open access
Semantic Scholar
Post-Infarction Risk Prediction with Mesh Classification Networks
M. Beetz, J. C. Acero, Abhirup Banerjee, I. Eitel +10 more
2022STACOM@MICCAI7 citations Open access
Semantic Scholar
Optimised Misalignment Correction from Cine MR Slices Using Statistical Shape Model
Abhirup Banerjee, E. Zacur, R. Choudhury, V. Grau
2021Annual Conference on Medical Image Understanding and Analysis7 citations
Semantic Scholar
Contraharmonic Mean Based Bias Field Correction in MR Images
Abhirup Banerjee, Pradipta Maji
2013International Conference on Computer Analysis of Images and Patterns7 citations
Semantic Scholar
Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net
Jiachuan Peng, M. Beetz, Abhirup Banerjee, Min Chen +1 more
2023STACOM@MICCAI6 citations
Semantic Scholar
Stomped-t: A novel probability distribution for rough-probabilistic clustering
Abhirup Banerjee, Pradipta Maji
2017Information Sciences6 citations
Semantic Scholar
Anatomical basis of sex differences in the electrocardiogram identified by three-dimensional torso-heart imaging reconstruction pipeline
Hannah Smith, Blanca Rodríguez, Yuling Sang, M. Beetz +3 more
20235 citations
Semantic Scholar
Rough Sets for Finite Mixture Model Based HEp-2 Cell Segmentation
Abhirup Banerjee, Pradipta Maji
2015Rough Sets and Knowledge Technology5 citations Open access
Semantic Scholar
Development of a Mortality Prediction Model in Hospitalised SARS-CoV-2 Positive Patients Based on Routine Kidney Biomarkers
Anna N. Boss, Abhirup Banerjee, M. Mamalakis, Surajit Ray +7 more
2022International Journal of Molecular Sciences4 citations Open access
Semantic Scholar
Automated Motion Correction and 3D Vessel Centerlines Reconstruction from Non-simultaneous Angiographic Projections
Abhirup Banerjee, R. Kharbanda, R. Choudhury, V. Grau
2018STACOM@MICCAI4 citations
Semantic Scholar
Characterization of a robust probabilistic framework for brain magnetic resonance image data distributions
Abhirup Banerjee, S. Mukhoti
2023Stat2 citations Open access
Semantic Scholar
A robust COVID-19 mortality prediction calculator based on Lymphocyte count, Urea, C-Reactive Protein, Age and Sex (LUCAS) with chest X-rays
Surajit Ray, Abhirup Banerjee, Andrew Swift, J. Fanstone +6 more
2022Scientific Reports2 citations Open access
Semantic Scholar
INtra-procedural ultraSound Imaging for DEtermination of atrial wall thickness and acute tissue changes after isolation of the pulmonary veins with radiofrequency, cryoballoon or laser balloon energy: the INSIDE PVs study
M. Leo, G. De Maria, Andre Briosa e Gala, M. Pope +8 more
2021The International Journal of Cardiovascular Imaging2 citations Open access
Semantic Scholar
Optimized Rigid Motion Correction from Multiple Non-simultaneous X-Ray Angiographic Projections
Abhirup Banerjee, R. Choudhury, V. Grau
2019Pattern Recognition and Machine Intelligence2 citations
Semantic Scholar
TechBio 3.0 closes the drug discovery loop with multimodal AI and generative chemistry
K. Ramadurai, Abhirup Banerjee
2026npj Drug Discovery0 citations Open access
Semantic Scholar
Left atrium surface mesh reconstruction from cardiac MRI
A. Sharp, M. Pope, R. Wijesurendra, A. Gala +2 more
2023Europace0 citations Open access
Semantic Scholar
PO-03-104 MRI VERSUS ULTRASOUND: EXPLORING THE INFLUENCE OF IMAGING MODALITY ON THE FIDELITY OF NON-CONTACT CHARGE DENSITY MAPPING
A. Sharp, Wilson W Good, Lea Melki, M. Pope +4 more
2023Heart Rhythm0 citations Open access
Semantic Scholar
Characterization of a Robust Probabilistic Framework for Image Data Distributions
Abhirup Banerjee, S. Mukhoti
2021Social Science Research Network0 citations
Semantic Scholar
Poor and Sick Newsboy Model: A Robust Generalisation with Misspecified Demand
S. Mukhoti, Abhirup Banerjee
2021Social Science Research Network0 citations
Semantic Scholar

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