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Publications from the MultiMeDIA lab | Department of Engineering Science | University of Oxford

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MultiMeDIA Publications

Early Access Articles

  1. Nicharee Srikijkasemwat, Mauricio Villarroel, & Abhirup Banerjee, “Multi-Phase Deep Learning Model for Automated Disease Classification from Cardiac Cine MRI”, Journal of the Royal Society Interface (Accepted), September 2025. (IF: 3.5)
  2. Marcel Beetz, Abhirup Banerjee, Lei Li, Julia Camps, Blanca Rodriguez, & Vicente Grau, “3D Cardiac Shape Analysis with Variational Point Cloud Autoencoders for Myocardial Infarction Prediction and Virtual Heart Synthesis”, Computerized Medical Imaging and Graphics (Accepted), June 2025. (IF: 5.4)
  3. Andre Briosa e Gala, Alexander James Sharp, Michael Timothy Brian Pope, Milena Leo, Richard Varini, John Paisey, Nick Curzen, Abhirup Banerjee, & Timothy Rider Betts, “Real-time Smartphone Alerts During AF Episodes with Implantable Cardiac Monitors and Wearable Devices: SMART-ALERT Study”, Heart Rhythm (Accepted), April 2025. (IF: 5.6)

Patents

  1. A. Banerjee, R. P. Choudhury, and V. Grau, “Reconstruction method of organ vessel centerline”, US Patent Publication No. 2022/0020215 A1, filed by Oxford University Innovation (OUI), January 2022.

Published articles

An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-task Learning

Peng J, Beetz M, Banerjee A, Chen M & Grau V (2026), 15973, 13-23

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@misc{ananatomicalsig-2026/,
  title={An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-task Learning},
  author={Peng J, Beetz M, Banerjee A, Chen M & Grau V},
  year = "2026"
}

beta4dist: A Python package for the four-parameter Beta distribution and likelihood-based estimation

Ghosh S, Mukhoti S & Banerjee A (2025), SoftwareX, 31, 102273-102273

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@article{betadistapython-2025/9,
  title={beta4dist: A Python package for the four-parameter Beta distribution and likelihood-based estimation},
  author={Ghosh S, Mukhoti S & Banerjee A},
  journal={SoftwareX},
  volume={31},
  number={102273},
  pages={102273-102273},
  publisher={Elsevier BV},
  year = "2025"
}

Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction.

Chen C, Li L, Beetz M, Banerjee A, Gupta R et al. (2025), IEEE transactions on big data, 11(3), 948-960

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@article{largelanguagemo-2025/6,
  title={Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction.},
  author={Chen C, Li L, Beetz M, Banerjee A, Gupta R et al.},
  journal={IEEE transactions on big data},
  volume={11},
  pages={948-960},
  year = "2025"
}

3D cardiac shape analysis with variational point cloud autoencoders for myocardial infarction prediction and virtual heart synthesis

Beetz M, Banerjee A, Li L, Camps J, Rodriguez B et al. (2025), Computerized Medical Imaging and Graphics, 102587

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@article{dcardiacshapean-2025/6,
  title={3D cardiac shape analysis with variational point cloud autoencoders for myocardial infarction prediction and virtual heart synthesis},
  author={Beetz M, Banerjee A, Li L, Camps J, Rodriguez B et al.},
  journal={Computerized Medical Imaging and Graphics},
  pages={102587},
  publisher={Elsevier},
  year = "2025"
}

SMART-ALERT study: continuous cardiac monitoring and real-time automated smartphone alerts for atrial fibrillation episodes

Gala ABE, Pope MTP, Leo M, Sharp A, Varini R et al. (2025), EP Europace, 27(Supplement_1), euaf085.079

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@article{smartalertstudy-2025/5,
  title={SMART-ALERT study: continuous cardiac monitoring and real-time automated smartphone alerts for atrial fibrillation episodes},
  author={Gala ABE, Pope MTP, Leo M, Sharp A, Varini R et al.},
  journal={EP Europace},
  volume={27},
  pages={euaf085.079},
  publisher={Oxford University Press (OUP)},
  year = "2025"
}

Real-time smartphone alerts during atrial fibrillation episodes with implantable cardiac monitors and wearable devices: SMART-ALERT study

Briosa E Gala A, Sharp A, Pope MTB, Leo M, Varini R et al. (2025), Heart Rhythm

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@article{realtimesmartph-2025/4,
  title={Real-time smartphone alerts during atrial fibrillation episodes with implantable cardiac monitors and wearable devices: SMART-ALERT study},
  author={Briosa E Gala A, Sharp A, Pope MTB, Leo M, Varini R et al.},
  journal={Heart Rhythm},
  publisher={Elsevier},
  year = "2025"
}

Deep conditional generative model for personalization of 12-lead electrocardiograms and cardiovascular risk prediction

Sang Y, Banerjee A, Beetz M & Grau V (2025), Frontiers in Digital Health, 7

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@article{deepconditional-2025/4,
  title={Deep conditional generative model for personalization of 12-lead electrocardiograms and cardiovascular risk prediction},
  author={Sang Y, Banerjee A, Beetz M & Grau V},
  journal={Frontiers in Digital Health},
  volume={7},
  number={1558589},
  publisher={Frontiers Media},
  year = "2025"
}

Identifying extra pulmonary vein targets for persistent atrial fibrillation ablation: bridging advanced and conventional mapping techniques

Sharp AJ, Pope MT, Briosa e Gala A, Varini R, Banerjee A et al. (2025), EP Europace, 27(4)

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@article{identifyingextr-2025/3,
  title={Identifying extra pulmonary vein targets for persistent atrial fibrillation ablation: bridging advanced and conventional mapping techniques},
  author={Sharp AJ, Pope MT, Briosa e Gala A, Varini R, Banerjee A et al.},
  journal={EP Europace},
  volume={27},
  number={euaf048},
  publisher={Oxford University Press},
  year = "2025"
}

DeepCA: Deep Learning-Based 3D Coronary Artery Tree Reconstruction from Two 2D Non-Simultaneous X-Ray Angiography Projections

Wang Y, Banerjee A, Choudhury RP & Grau V (2025), 00, 337-346

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@inproceedings{deepcadeeplearn-2025/3,
  title={DeepCA: Deep Learning-Based 3D Coronary Artery Tree Reconstruction from Two 2D Non-Simultaneous X-Ray Angiography Projections},
  author={Wang Y, Banerjee A, Choudhury RP & Grau V},
  booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  pages={337-346},
  year = "2025"
}

Diagnostic Performance of Single-Lead Electrocardiograms from the Apple Watch and CART Ring for Cardiac Arrhythmias

Briosa e Gala A, Sharp AJ, Schraam D, Pope MTB, Leo M et al. (2025), Heart Rhythm O2

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@article{diagnosticperfo-2025/3,
  title={Diagnostic Performance of Single-Lead Electrocardiograms from the Apple Watch and CART Ring for Cardiac Arrhythmias},
  author={Briosa e Gala A, Sharp AJ, Schraam D, Pope MTB, Leo M et al.},
  journal={Heart Rhythm O2},
  publisher={Elsevier},
  year = "2025"
}

An Automated Computational Pipeline for Generating Large-Scale Cohorts of Patient-Specific Ventricular Models in Electromechanical In Silico Trials

Doste R, Camps J, Wang ZJ, Berg LA, Holmes M et al. (2025)

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@misc{anautomatedcomp-2025/3,
  title={An Automated Computational Pipeline for Generating Large-Scale Cohorts of Patient-Specific Ventricular Models in Electromechanical In Silico Trials},
  author={Doste R, Camps J, Wang ZJ, Berg LA, Holmes M et al.},
  year = "2025"
}

New trends of adversarial machine learning for data fusion and intelligent system

Ding W, Zhang Z, Martínez L, Huang Y, Cao Z et al. (2025), Information Fusion, 114, 102683

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@article{newtrendsofadve-2025/2,
  title={New trends of adversarial machine learning for data fusion and intelligent system},
  author={Ding W, Zhang Z, Martínez L, Huang Y, Cao Z et al.},
  journal={Information Fusion},
  volume={114},
  pages={102683},
  publisher={Elsevier},
  year = "2025"
}

Deep learning based coronary vessels segmentation in X-ray angiography using temporal information

He H, Banerjee A, Choudhury RP & Grau V (2025), Medical Image Analysis, 103496-103496

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@article{deeplearningbas-2025/2,
  title={Deep learning based coronary vessels segmentation in X-ray angiography using temporal information},
  author={He H, Banerjee A, Choudhury RP & Grau V},
  journal={Medical Image Analysis},
  number={103496},
  pages={103496-103496},
  publisher={Elsevier BV},
  year = "2025"
}

Multi-modal integration of MRI and global chamber charge density mapping for the evaluation of atrial fibrillation.

Sharp AJ, Pope MTB, Briosa E Gala A, Varini R, Betts TR et al. (2025), Royal Society open science, 12(1), 241048

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@article{multimodalinteg-2025/1,
  title={Multi-modal integration of MRI and global chamber charge density mapping for the evaluation of atrial fibrillation.},
  author={Sharp AJ, Pope MTB, Briosa E Gala A, Varini R, Betts TR et al.},
  journal={Royal Society open science},
  volume={12},
  pages={241048},
  publisher={The Royal Society},
  year = "2025"
}

Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins.

Li L, Smith H, Lyu Y, Camps J, Qian S et al. (2025), Medical image analysis, 101, 103472

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@article{personalizedtop-2025/1,
  title={Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins.},
  author={Li L, Smith H, Lyu Y, Camps J, Qian S et al.},
  journal={Medical image analysis},
  volume={101},
  number={103472},
  pages={103472},
  publisher={Elsevier},
  year = "2025"
}

Editorial: Artificial intelligence applications for cancer diagnosis in radiology

Banerjee A, Shan H & Feng R (2025), Frontiers in Radiology, 5, 1493783

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@article{editorialartifi-2025/1,
  title={Editorial: Artificial intelligence applications for cancer diagnosis in radiology},
  author={Banerjee A, Shan H & Feng R},
  journal={Frontiers in Radiology},
  volume={5},
  pages={1493783},
  publisher={Frontiers},
  year = "2025"
}

Self-supervised Instance Segmentation of Diabetic Foot Ulcers via Feature Correspondence Distillation

Zhang W, Banerjee A & Ray S (2025), 15335, 42-54

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@misc{selfsupervisedi-2025/,
  title={Self-supervised Instance Segmentation of Diabetic Foot Ulcers via Feature Correspondence Distillation},
  author={Zhang W, Banerjee A & Ray S},
  year = "2025"
}

Single-Source Domain Generalization for Coronary Vessels Segmentation in X-Ray Angiography

Atwany M, Lashgari M, Choudhury RP, Grau V & Banerjee A (2025), 15448, 1-11

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@misc{singlesourcedom-2025/,
  title={Single-Source Domain Generalization for Coronary Vessels Segmentation in X-Ray Angiography},
  author={Atwany M, Lashgari M, Choudhury RP, Grau V & Banerjee A},
  year = "2025"
}

Evaluating Convolution, Attention, and Mamba Based U-Net Models for Multi-class Bi-Atrial Segmentation from LGE-MRI

Thesing C, Bueno-Orovio A & Banerjee A (2025), 15448, 214-225

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@misc{evaluatingconvo-2025/,
  title={Evaluating Convolution, Attention, and Mamba Based U-Net Models for Multi-class Bi-Atrial Segmentation from LGE-MRI},
  author={Thesing C, Bueno-Orovio A & Banerjee A},
  year = "2025"
}

NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation

Wang Y, Banerjee A & Grau V (2024), Bioengineering, 11(12), 1227-1227

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@article{necadcoronaryar-2024/12,
  title={NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation},
  author={Wang Y, Banerjee A & Grau V},
  journal={Bioengineering},
  volume={11},
  pages={1227-1227},
  publisher={MDPI AG},
  year = "2024"
}

Deep Learning-based Modelling of Complex Hypertensive Multi-Organ Damage with Uncertainty Quantification from Simple Clinical Measures

Kart T, Alkhodari M, Lapidaire W, Banerjee A, Lewandowski AJ et al. (2024), 00, 1542-1547

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@inproceedings{deeplearningbas-2024/12,
  title={Deep Learning-based Modelling of Complex Hypertensive Multi-Organ Damage with Uncertainty Quantification from Simple Clinical Measures},
  author={Kart T, Alkhodari M, Lapidaire W, Banerjee A, Lewandowski AJ et al.},
  booktitle={2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  pages={1542-1547},
  year = "2024"
}

Impact of adjacent thoracic structures in negative left atrial remodelling in atrial fibrillation

Sharp AJ, Pope MTB, Gala ABE, Varini R, Betts TR et al. (2024), European Heart Journal, 45(Supplement_1), ehae666.439

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@article{impactofadjacen-2024/10,
  title={Impact of adjacent thoracic structures in negative left atrial remodelling in atrial fibrillation},
  author={Sharp AJ, Pope MTB, Gala ABE, Varini R, Betts TR et al.},
  journal={European Heart Journal},
  volume={45},
  pages={ehae666.439},
  publisher={Oxford University Press (OUP)},
  year = "2024"
}

Comprehensive cardiac interval analysis in the WEAR-TECH study cohort by comparing the Apple Watch Series 6 against a simultaneous 12-lead ECG

Schramm D, Varini R, Gala ABE, Banerjee A & Betts T (2024), European Heart Journal, 45(Supplement_1), ehae666.353

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@article{comprehensiveca-2024/10,
  title={Comprehensive cardiac interval analysis in the WEAR-TECH study cohort by comparing the Apple Watch Series 6 against a simultaneous 12-lead ECG},
  author={Schramm D, Varini R, Gala ABE, Banerjee A & Betts T},
  journal={European Heart Journal},
  volume={45},
  pages={ehae666.353},
  publisher={Oxford University Press (OUP)},
  year = "2024"
}

“Real‐world” performance of the Confirm Rx™ SharpSense AF detection algorithm: UK Confirm Rx study

Gala ABE, Pope MTB, Leo M, Sharp AJ, Banerjee A et al. (2024), Journal of Arrhythmia

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@article{realworldperfor-2024/9,
  title={“Real‐world” performance of the Confirm Rx™ SharpSense AF detection algorithm: UK Confirm Rx study},
  author={Gala ABE, Pope MTB, Leo M, Sharp AJ, Banerjee A et al.},
  journal={Journal of Arrhythmia},
  publisher={Wiley},
  year = "2024"
}

NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation

Wang Y, Banerjee A & Grau V (2024)

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@misc{necadcoronaryar-2024/9,
  title={NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation},
  author={Wang Y, Banerjee A & Grau V},
  year = "2024"
}

Publications by year

Year 2024

Articles in peer-reviewed journals

  1. ⋆ Alexander J. Sharp, Michael T.B. Pope, Andre Briosa e Gala, Richard Varini, Timothy R. Betts, & Abhirup Banerjee, “Multi-modal integration of MRI and global chamber charge density mapping for the evaluation of atrial fibrillation”, Royal Society Open Science (Accepted), December 2024.

  2. Natali van Zijl, Abhirup Banerjee, & Stephen John Payne, “Modeling the mechanisms of non-neurogenic dynamic cerebral autoregulation”, IEEE Transactions on Biomedical Engineering (Early Access), September 2024.

  3. Chen Chen, Lei Li, Marcel Beetz, Abhirup Banerjee, Ramneek Gupta, & Vicente Grau, Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction”, IEEE Transactions on Big Data (Accepted), June 2024. 

  4. Weiping Ding, Zheng Zhang, Luis Mart ́ınez, Yu Huang, Zehong (Jimmy) Cao, Jun Liu, & Abhirup Banerjee, “New Trends of Adversarial Machine Learning for Data Fusion and Intelligent System”, Information Fusion, 114, pp. 102683, February 2025. 

  5. ⋆ Yiying Wang, Abhirup Banerjee, & Vicente Grau, “NeCA: 3D Coronary Artery Tree Reconstruction from Two 2D Projections via Neural Implicit Representation”, Bioengineering, 11(12):1227, December 2024.

  6. Andre Briosa e Gala, Michael T.B. Pope, Milena Leo, Alexander J. Sharp, Abhirup Banerjee, Duncan Field, Honey Thomas, Richard Balasubramaniam, Ross Hunter, Roy S. Gardner, David Wilson, Mark M. Gallagher, Julian Ormerod, John Paisey, Nick Curzen, & Timothy R. Betts, “Real-World” Performance of the Confirm RxTM SharpSense AF Detection Algorithm: UK Confirm Rx Study”, Journal of Arrhythmia, 40(5), pp. 1093– 1101, October 2024. 

  7. Milena Leo, Abhirup Banerjee, Andre Briosa e Gala, Michael Pope, Michala Pedersen, Kim Rajappan, Matthew Ginks, Yaver Bashir, Ross J. Hunter, & Tim Betts, Role of impedance drop and lesion size index (LSI) to guide catheter ablation for atrial fibrillation, Pacing and Clinical Electrophysiology, 47(10), pp. 1404–1411, October 2024.

  8. ⋆ Michail Mamalakis, Abhirup Banerjee, Surajit Ray, Craig Wilkie, Richard H. Clayton, Andrew J. Swift, George Panoutsos, & Bart Vorselaars, Deep multi-metric training: the need of multi-metric curve evaluation to avoid weak learning”, Neural Computing and Applications, 36, pp. 18841–18862, October 2024.

  9. Yang Nan, Xiaodan Xing, ShiyiWang, Zeyu Tang, Federico N Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Pingyu Wang, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis, Francesco Prinzi, Gianluca Carlini, Lisa Cuneo, Abhirup Banerjee, Zhaohu Xing, Lei Zhu, Zacharia Mesbah, Dhruv Jain, Tsiry Mayet, Hongyu Yuan, Qing Lyu, Abdul Qayyum, Moona Mazher, Athol Wells, Simon LF Walsh, Guang Yang, Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge”, Medical Image Analysis, 97, pp. 103253, October 2024.

  10. Mayooran Shanmuganathan, Chrysovalantou Nikolaidou, Matthew K Burrage, Alessandra Borlotti, Rafail Kotronias, Roberto Scarsini, Abhirup Banerjee, Dimitrios Terentes-Printzios, Alex Pitcher, Edit Gara, Jeremy P. Langrish, Andrew Lucking, Robin Choudhury, Giovanni Luigi De Maria, Adrian Banning, OXAMI Investigators, Stefan K Piechnik, Keith M Channon, & Vanessa M Ferreira,Cardiovascular Magnetic Resonance Before Invasive Coronary Angiography in Suspected Non–ST-Segment Elevation Myocardial Infarction, JACC: Cardiovascular Imaging, 17(9), pp. 1044–1058, September 2024.

  11. Marcel Beetz, Abhirup Banerjee, & Vicente Grau, “Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks”, IEEE Journal of Biomedical and Health Informatics, 28(8), pp. 4810–4819, August 2024. 

  12. ⋆ Alexander J. Sharp, Timothy R. Betts, & Abhirup Banerjee, “Leveraging 3D Atrial Geometry for the Evaluation of Atrial Fibrillation: A Comprehensive Review”, Journal of Clinical Medicine, 13(15):4442, July 2024. 

  13. Mojtaba Lashgari, Robin P. Choudhury, & Abhirup Banerjee, “Patient-Specific In Silico 3D Coronary Model in Cardiac Catheterisation Laboratories”, Frontiers in Cardiovascular Medicine, 11:1398290, July 2024. 

  14. Lei Li, Julia Camps, Zhinuo (Jenny) Wang, Marcel Beetz, Abhirup Banerjee, Blanca Rodriguez, & Vicente Grau, Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference”, IEEE Transactions on Medical Imaging, 43(7), pp. 2466-2478, July 2024. 

  15. Abhirup Banerjee & Paul Leeson, “Scoring Systems Developed By Machine Learning: Intelligent But Simple To Use?”, European Heart Journal, 45(11), pp. 937–939, March 2024. 

 

Articles in peer-reviewed conference proceedings

  1. Claas Thesing, Alfonso Bueno-Orovio, & Abhirup Banerjee, “Evaluating Convolution, Attention, and Mamba Based U-Net Models for Multi-Class Bi-Atrial Segmentation from LGE-MRI”, Proc. 15 th International Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) – Multi-class Bi-Atrial Segmentation (MBAS) challenge (Accepted), November 2024.

  2. Turkay Kart, Mohanad Alkhodari, Winok Lapidaire, Abhirup Banerjee, Adam J. Lewandowski, & Paul Leeson, “Deep Learning-based Modelling of Complex Hypertensive Multi-Organ Damage with Uncertainty Quantification from Simple Clinical Measures”, Proc. IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (Accepted), October 2024. (National Science Foundation Travel Award; Acceptance rate: 21%)

  3. Wenhui Zhang, Abhirup Banerjee, & Surajit Ray, “Self-Supervised Instance Segmentation of Diabetic Foot Ulcers via Feature Correspondence Distillation”, Proc. MICCAI Diabetic Foot Ulcer Challenge (DFUC) 2024 (Accepted), September 2024. (Third Place in the DFUC 2024)

  4. Yiying Wang, Abhirup Banerjee, Robin Choudhury, & Vicente Grau, “DeepCA: Deep Learning-based 3D Coronary Artery Tree Reconstruction from Two 2D Non-simultaneous X-ray Angiography Projections”, Proc. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Accepted), Tucson, Arizona, USA, August 2024. (Oral; WACV Broadening Participation Scholarship; Early Acceptance: Top 12%) Code

  5. ⋆ Mohammad Atwany, Mojtaba Lashgari, Robin Choudhury, Vicente Grau, & Abhirup Banerjee, “Single-source Domain Generalization for Coronary Vessels Segmentation in X-ray Angiography”, Proc. 15 th International Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) (In Press), August 2024.

  6. ⋆ Thalia E. Seale, Blanca Rodriguez, Vicente Grau, & Abhirup Banerjee, “Modelling Multi-phase Cardiac Anatomy with Generative Deep Learning”, Proc. 51 st International Computing in Cardiology (CinC) Conference (In Press), Karlsruhe, Germany, September 2024. (Winner of the Bill and Gary Sanders Poster Award)

  7. Wentian Xu, Matthew Moffat, Thalia Seale, Ziyun Liang, Felix Wagner, Daniel Whitehouse, David Menon, Virginia Newcombe, Natalie Voets, Abhirup Banerjee, & Konstantinos Kamnitsas, “Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation”, Proc. Medical Imaging with Deep Learning (MIDL) (In Press), Paris, July 2024. (Oral)

  8. ⋆ Thalia Seale, Marcel Beetz, Blanca Rodriguez, Vicente Grau, & Abhirup Banerjee“Modelling Multi-Phase Cardiac Anatomy Using Point Cloud Variational Autoencoders”, Proc. IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece, pp. 1–5, August 2024.

  9. Shraddha Agarwal, Vinod Kumar Kurmi, Abhirup Banerjee, & Tanmay Basu, “TCPNet: A Novel Tumor Contour Prediction Network Using MRIs”, Proc. IEEE 12 th International Conference on Healthcare Informatics (ICHI), Orlando, Florida, USA, pp. 183–188, August 2024.

  10. Anuradha Mahato, Prateek Sarangi, Vinod Kumar Kurmi, Abhirup Banerjee, Abhishek Goyal, & Tanmay Basu, “Uncertainty Quantification in Deep Learning Framework for Mallampati Classification”, Proc. IEEE 12 th International Conference on Healthcare Informatics (ICHI), Orlando, Florida, USA, pp. 626–631, August 2024.

Preprint:

  1. ⋆ Hannah J. Smith, Blanca Rodriguez, Yuling Sang, Marcel Beetz, Robin P. Choudhury, Vicente Grau, & Abhirup Banerjee, “Anatomical basis of human sex differences in ECG identified by automated torso-cardiac three-dimensional reconstruction”, European Heart Journal – Digital Health (Under Revision), Preprint arXiv:2312.13976 [physics.med-ph], November 2024.

Abstracts in peer-reviewed journals

  1. Alexander J. Sharp, Michael T. B. Pope, Andre Briosa e Gala, Richard Varini, Timothy R. Betts, & Abhirup Banerjee, “Impact of adjacent thoracic structures in negative left atrial remodelling in atrial fibrillation”, European Heart Journal, 45(Supplement 1), pp. ehae666.439, October 2024.

  2. David Schramm, Richard Varini, Andre Briosa e Gala, Abhirup Banerjee, & Timothy Betts, Comprehensive cardiac interval analysis in the WEAR-TECH study cohort by comparing the Apple Watch Series 6 against a simultaneous 12-lead ECG”, European Heart Journal, 45(Supplement 1), pp. ehae666.353, October 2024.

  3. Alexander J. Sharp, Mike T. B. Pope, Andre Briosa e Gala, Richard Vanini, Abhirup Banerjee, & Timothy R. Betts, “Conduction velocity-based functional substrate mapping during atrial fibrillation (AF) enhances identification of AF drivers compared to mapping during sinus rhythm”, EP Europace, 26(Supplement 1), pp. i612, May 2024.

  4. A. Briosa e Gala, M. T. B. Pope, M. Leo, A. J. Sharp, R. Varini, J. R. Paisey, N. Curzen, A. Banerjee, & T. R. Betts, “Automated continuous rhythm monitoring with implantable cardiac monitor and real-time smartphone alerts during af episodes: SMART- ALERT study”, EP Europace, 26(Supplement 1), pp. i493, May 2024.

  5. Alexander J. Sharp, Michael T. Pope, Andre Briosa e Gala, Richard Varini, Abhirup Banerjee, & Timothy R. Betts, “Superiority of Functional vs Structural Atrial Substrate Mapping for Identification of Non-Pulmonary Vein Drivers in Atrial Fibrillation”, Heart Rhythm, 21(5)Supplement, pp. S343–S344, May 2024.

  6. Mayooran Shanmuganathan, Chrysovalantou Nikolaidou, Matthew Burrage, Alessandra Borlotti, Rafail Kotronias, Jeremy Langrish, Andrew Lucking, Alex Pitcher, Edit Gara, Abhirup Banerjee, Rajesh Kharbanda, Robin Choudhury, Adrian Banning, Giovanni Luigi De Maria, Stefan Piechnik, Keith Channon, & Vanessa Ferreira, Cardiovascular Magnetic Resonance Imaging Before Invasive Coronary Angiography in Suspected Non-st- segment Elevation Myocardial Infarction Can Change Management in over One-third of the Patients”, Journal of Cardiovascular Magnetic Resonance, 26(Supplement 1), 100129, March 2024.

  7. Mayooran Shanmuganathan, Ricardo Gonzales, Matthew Burrage, Per Arvidsson, Abhirup Banerjee, Irem Cakir, Felicia Seemann, Einar Heiberg, Dana Peters, Qiang Zhang, Keith Channon, Stefan Piechnik, & Vanessa Ferreira, Automated CMR Index of Left Ventricular Diastolic Function Post-acute Myocardial Infarction Provides Independent and Incremental Prediction of Long-term Prognosis When Added to Conventional Indices”, Journal of Cardio- vascular Magnetic Resonance, 26(Supplement 1), 100268, March 2024.