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MultiMeDIA Publications

Early Access Articles

  1. 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%)
  2. 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)
  3. † 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)
  4. 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.
  5. 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

  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

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

Altmetric score is
BibTeX View PDF
@article{modelingdcardia-2024/4,
  title={Modeling 3D Cardiac Contraction and Relaxation With Point Cloud Deformation Networks.},
  author={Beetz M, Banerjee A & Grau V},
  journal={IEEE journal of biomedical and health informatics},
  volume={PP},
  year = "2024"
}

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)

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@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

Altmetric score is
BibTeX View PDF
@article{scoringsystemsd-2024/2,
  title={Scoring systems developed by machine learning: intelligent but simple to use?},
  author={Banerjee A & Leeson P},
  journal={European Heart Journal},
  volume={45},
  pages={937-939},
  publisher={Oxford University Press},
  year = "2024"
}

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, PP(99), 1-1

Altmetric score is
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@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},
  volume={PP},
  pages={1-1},
  publisher={Institute of Electrical and Electronics Engineers (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

Altmetric score is
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@misc{automatedcorona-2024/,
  title={Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network},
  author={He H, Banerjee A, Choudhury RP & Grau V},
  year = "2024"
}

Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net

Peng J, Beetz M, Banerjee A, Chen M & Grau V (2024), 14507, 163-173

Altmetric score is
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@misc{generatingvirtu-2024/,
  title={Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net},
  author={Peng J, Beetz M, Banerjee A, Chen M & Grau V},
  year = "2024"
}

3D shape-based myocardial infarction prediction using point cloud classification networks

Beetz M, Yang Y, Banerjee A, Li L & Grau V (2023)

Altmetric score is
BibTeX View PDF
@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

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
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

Altmetric score is
BibTeX View PDF
@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

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
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)

Altmetric score is
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)

Altmetric score is
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)

Altmetric score is
BibTeX View PDF
@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"
}

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

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
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)

Altmetric score is
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)

Altmetric score is
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)

Altmetric score is
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)

Altmetric score is
BibTeX View PDF
@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)},
  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)

Altmetric score is
BibTeX View PDF
@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"
}

Acute changes in myocardial tissue characteristics during hospitalization in patients with COVID-19

Shanmuganathan M, Kotronias RA, Burrage MK, Ng Y, Banerjee A et al. (2023), Frontiers in Cardiovascular Medicine, 10

Altmetric score is
BibTeX View PDF
@article{acutechangesinm-2023/2,
  title={Acute changes in myocardial tissue characteristics during hospitalization in patients with COVID-19},
  author={Shanmuganathan M, Kotronias RA, Burrage MK, Ng Y, Banerjee A et al.},
  journal={Frontiers in Cardiovascular Medicine},
  volume={10},
  number={1097974},
  publisher={Frontiers Media},
  year = "2023"
}

Characterization of A Robust Probabilistic Framework for Brain MR Image Data Distributions

Banerjee A & Mukhoti SK (2023), Stat

Altmetric score is
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@article{characterizatio-2023/1,
  title={Characterization of A Robust Probabilistic Framework for Brain MR Image Data Distributions},
  author={Banerjee A & Mukhoti SK},
  journal={Stat},
  publisher={Wiley},
  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), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13958 LNCS, 223-232

Altmetric score is
BibTeX View PDF
@inproceedings{influenceofmyoc-2023/1,
  title={Influence of Myocardial Infarction on QRS Properties: A Simulation Study},
  author={Li L, Camps J, Wang Z, Banerjee A, Rodriguez B et al.},
  pages={223-232},
  year = "2023"
}