MultiMeDIA Publications
MultiMeDIA Publications
Early Access Articles
- Mohanad Alkhodari, Winok Lapidaire, Zhaohan Xiong, Turkay Kart, Yasser Iturria-Medina, Leontios Hadjileontiadis, Ahsan Khandoker, Adam Lewandowski, Abhirup Banerjee, & Paul Leeson, “HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning”, Proc. 17th IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (Accepted), Istanbul, Turkey, Dec 2023. (Oral; Acceptance Rate: 19.5%)
- Dayne A. Beccano-Kelly, Marta Cherubini, Yassine Mousba, Kaitlyn Cramb, Stefania Giussani, Pavandeep Rai, Siv Vingill, Nora Bengoa-Vernigory, Bryan Ng, Gabriele Corda, Abhirup Banerjee, Jane Vowles, Sally Cowley, & Richard Wade-Martins, “Calcium Dysregulation, Mitochondrial Failure and Electrophysiological Maturity Converge to Confer Vulnerability in Parkinson’s iPSC-Dopamine Neurons”, iScience (In Press), June 2023. (IF: 6.107)
- † Marcel Beetz, Abhirup Banerjee, & Vicente Grau, “Multi-objective Point Cloud Autoencoders for Explainable Myocardial Infarction Prediction”, Proc. Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Accepted), October 2023. (Top 13.6% out of 2253 papers)
- † Marcel Beetz, Yilong Yang, Abhirup Banerjee, Lei Li, & Vicente Grau, “3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks”, Proc. 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Conference (EMBC) (In Press), Sydney, Australia, July 2023.
- Lei Li, Julia Camps, Zhinuo (Jenny) Wang, Abhirup Banerjee, Blanca Rodriguez, & Vicente Grau, “Influence of Myocardial Infarction on QRS Properties: A Simulation Study”, Proc. 12th International Conference on Functional Imaging and Modeling of the Heart (FIMH) (In Press), April 2023.
Patents
- 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
Clinical Utility of Cardiovascular Magnetic Resonance Before Invasive Coronary Angiography in Suspected Non-ST-segment-Elevation Myocardial Infarction
Shanmuganathan M, Nikolaidou C, Burrage MK, Borlotti A, Kotronias R et al. (2024), JACC Cardiovascular Imaging
BibTeX
@article{clinicalutility-2024/6,
title={Clinical Utility of Cardiovascular Magnetic Resonance Before Invasive Coronary Angiography in Suspected Non-ST-segment-Elevation Myocardial Infarction},
author={Shanmuganathan M, Nikolaidou C, Burrage MK, Borlotti A, Kotronias R et al.},
journal={JACC Cardiovascular Imaging},
publisher={Elsevier},
year = "2024"
}
Conduction velocity-based functional substrate mapping during atrial fibrillation (AF) enhances identification of AF drivers compared to mapping during sinus rhythm
Sharp AJ, Pope MTB, Gala A, Varini R, Banerjee A et al. (2024), EP Europace, 26(Supplement_1), euae102.135
BibTeX
@article{conductionveloc-2024/5,
title={Conduction velocity-based functional substrate mapping during atrial fibrillation (AF) enhances identification of AF drivers compared to mapping during sinus rhythm},
author={Sharp AJ, Pope MTB, Gala A, Varini R, Banerjee A et al.},
journal={EP Europace},
volume={26},
pages={euae102.135},
publisher={Oxford University Press (OUP)},
year = "2024"
}
Automated continuous rhythm monitoring with implantable cardiac monitor and real-time smartphone alerts during af episodes: SMART-ALERT study
Gala ABE, Pope MTB, Leo M, Sharp AJ, Varini R et al. (2024), EP Europace, 26(Supplement_1), euae102.230
BibTeX
@article{automatedcontin-2024/5,
title={Automated continuous rhythm monitoring with implantable cardiac monitor and real-time smartphone alerts during af episodes: SMART-ALERT study},
author={Gala ABE, Pope MTB, Leo M, Sharp AJ, Varini R et al.},
journal={EP Europace},
volume={26},
pages={euae102.230},
publisher={Oxford University Press (OUP)},
year = "2024"
}
Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks.
Beetz M, Banerjee A & Grau V (2024), IEEE journal of biomedical and health informatics, PP
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
Shanmuganathan M, Gonzales Vera RA, Burrage M, Arvidsson P, Banerjee A et al. (2024), Proceedings of the CMR 2024 – The Global CMR Conference, 26(S1)
BibTeX
@inproceedings{automatedcmrind-2024/4,
title={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},
author={Shanmuganathan M, Gonzales Vera RA, Burrage M, Arvidsson P, Banerjee A et al.},
booktitle={CMR 2024 – The Global CMR Conference},
year = "2024"
}
Scoring systems developed by machine learning: intelligent but simple to use?
Banerjee A & Leeson P (2024), European Heart Journal, 45(11), 937-939
Towards enabling cardiac digital twins of myocardial infarction using deep computational models for inverse inference
Li L, Camps J, Wang Z, Beetz M, Banerjee A et al. (2024), IEEE Transactions on Medical Imaging
BibTeX
@article{towardsenabling-2024/2,
title={Towards enabling cardiac digital twins of myocardial infarction using deep computational models for inverse inference},
author={Li L, Camps J, Wang Z, Beetz M, Banerjee A et al.},
journal={IEEE Transactions on Medical Imaging},
publisher={IEEE},
year = "2024"
}
Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network
He H, Banerjee A, Choudhury RP & Grau V (2024), 14507, 209-219
Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net
Peng J, Beetz M, Banerjee A, Chen M & Grau V (2024), 14507, 163-173
3D shape-based myocardial infarction prediction using point cloud classification networks
Beetz M, Yang Y, Banerjee A, Li L & Grau V (2023)
BibTeX
@inproceedings{dshapebasedmyoc-2023/12,
title={3D shape-based myocardial infarction prediction using point cloud classification networks},
author={Beetz M, Yang Y, Banerjee A, Li L & Grau V},
booktitle={45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2023)},
year = "2023"
}
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images.
Beetz M, Banerjee A, Ossenberg-Engels J & Grau V (2023), Medical image analysis, 90, 102975
BibTeX
@article{multiclasspoint-2023/12,
title={Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images.},
author={Beetz M, Banerjee A, Ossenberg-Engels J & Grau V},
journal={Medical image analysis},
volume={90},
pages={102975},
year = "2023"
}
Anatomical basis of sex differences in human post-myocardial infarction ECG phenotypes identified by novel automated torso-cardiac 3D reconstruction
Smith HJ, Rodriguez B, Sang Y, Beetz M, Choudhury R et al. (2023)
BibTeX
@misc{anatomicalbasis-2023/12,
title={Anatomical basis of sex differences in human post-myocardial infarction
ECG phenotypes identified by novel automated torso-cardiac 3D reconstruction},
author={Smith HJ, Rodriguez B, Sang Y, Beetz M, Choudhury R et al.},
year = "2023"
}
HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning
Alkhodari M, Lapidaire W, Xiong Z, Kart T, Iturria-Medina Y et al. (2023), 00, 1886-1889
BibTeX
@inproceedings{hyperscoreaunif-2023/12,
title={HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning},
author={Alkhodari M, Lapidaire W, Xiong Z, Kart T, Iturria-Medina Y et al.},
booktitle={2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
pages={1886-1889},
year = "2023"
}
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images
Beetz M, Banerjee A, Ossenberg-Engels J & Grau V (2023), Medical Image Analysis, 90
BibTeX
@article{multiclasspoint-2023/9,
title={Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images},
author={Beetz M, Banerjee A, Ossenberg-Engels J & Grau V},
journal={Medical Image Analysis},
volume={90},
number={102975},
publisher={Elsevier},
year = "2023"
}
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks
Beetz M, Yang Y, Banerjee A, Li L & Grau V (2023)
BibTeX
@misc{dshapebasedmyoc-2023/7,
title={3D Shape-Based Myocardial Infarction Prediction Using Point Cloud
Classification Networks},
author={Beetz M, Yang Y, Banerjee A, Li L & Grau V},
year = "2023"
}
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction
Beetz M, Banerjee A & Grau V (2023)
BibTeX
@misc{multiobjectivep-2023/7,
title={Multi-objective point cloud autoencoders for explainable myocardial
infarction prediction},
author={Beetz M, Banerjee A & Grau V},
year = "2023"
}
Modeling 3D cardiac contraction and relaxation with point cloud deformation networks
Beetz M, Banerjee A & Grau V (2023)
BibTeX
@misc{modelingdcardia-2023/7,
title={Modeling 3D cardiac contraction and relaxation with point cloud
deformation networks},
author={Beetz M, Banerjee A & Grau V},
year = "2023"
}
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images
Beetz M, Banerjee A, Ossenberg-Engels J & Grau V (2023)
Calcium dysregulation combined with mitochondrial failure and electrophysiological maturity converge in Parkinson's iPSC-dopamine neurons.
Beccano-Kelly DA, Cherubini M, Mousba Y, Cramb KML, Giussani S et al. (2023), iScience, 26(7), 107044
BibTeX
@article{calciumdysregul-2023/7,
title={Calcium dysregulation combined with mitochondrial failure and electrophysiological maturity converge in Parkinson's iPSC-dopamine neurons.},
author={Beccano-Kelly DA, Cherubini M, Mousba Y, Cramb KML, Giussani S et al.},
journal={iScience},
volume={26},
pages={107044},
year = "2023"
}
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction
Beetz M, Banerjee A & Grau V (2023)
BibTeX
@misc{multiobjectivep-2023/7,
title={Multi-objective point cloud autoencoders for explainable myocardial
infarction prediction},
author={Beetz M, Banerjee A & Grau V},
year = "2023"
}
Modeling 3D cardiac contraction and relaxation with point cloud deformation networks
Beetz M, Banerjee A & Grau V (2023)
BibTeX
@misc{modelingdcardia-2023/7,
title={Modeling 3D cardiac contraction and relaxation with point cloud
deformation networks},
author={Beetz M, Banerjee A & Grau V},
year = "2023"
}
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images
Beetz M, Banerjee A, Ossenberg-Engels J & Grau V (2023)
BibTeX
@misc{multiclasspoint-2023/7,
title={Multi-class point cloud completion networks for 3D cardiac anatomy
reconstruction from cine magnetic resonance images},
author={Beetz M, Banerjee A, Ossenberg-Engels J & Grau V},
year = "2023"
}
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks
Beetz M, Yang Y, Banerjee A, Li L & Grau V (2023)
BibTeX
@misc{dshapebasedmyoc-2023/7,
title={3D Shape-Based Myocardial Infarction Prediction Using Point Cloud
Classification Networks},
author={Beetz M, Yang Y, Banerjee A, Li L & Grau V},
year = "2023"
}
Influence of myocardial infarction on QRS properties: a simulation study
Li L, Camps J, Wang Z, Banerjee A, Rodriguez B et al. (2023), 223-232
BibTeX
@inproceedings{influenceofmyoc-2023/6,
title={Influence of myocardial infarction on QRS properties: a simulation study},
author={Li L, Camps J, Wang Z, Banerjee A, Rodriguez B et al.},
booktitle={The 12th International Conference On Functional Imaging And Modeling Of The Heart (FIMH2023)},
pages={223-232},
year = "2023"
}
Calcium dysregulation combined with mitochondrial failure and electrophysiological maturity converge in Parkinson’s iPSC-dopamine neurons
Beccano-Kelly DA, Cherubini M, Mousba Y, Cramb KML, Giussani S et al. (2023), iScience, 26(7)
BibTeX
@article{calciumdysregul-2023/6,
title={Calcium dysregulation combined with mitochondrial failure and electrophysiological maturity converge in Parkinson’s iPSC-dopamine neurons},
author={Beccano-Kelly DA, Cherubini M, Mousba Y, Cramb KML, Giussani S et al.},
journal={iScience},
volume={26},
number={107044},
publisher={Cell Press},
year = "2023"
}