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ORCIDMark K. Elliott
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- affiliation: King's College London, School of Biomedical Engineering and Imaging Sciences, UK
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Journal Articles
- 2023
[j4]Tareen Dawood
, Chen Chen, Baldeep S. Sidhu, Bram Ruijsink, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Christopher A. Rinaldi, Esther Puyol-Antón, Reza Razavi, Andrew P. King:
Uncertainty aware training to improve deep learning model calibration for classification of cardiac MR images. Medical Image Anal. 88: 102861 (2023)- 2022
- [j3]Caroline Mendonça Costa, Philip M. Gemmell, Mark K. Elliott, John Whitaker, Fernando Otaviano Campos, Marina Strocchi, Aurel Neic, Karli Gillette, Edward J. Vigmond, Gernot Plank, Reza Razavi, Mark D. O'Neill, Christopher A. Rinaldi, Martin J. Bishop:
Determining anatomical and electrophysiological detail requirements for computational ventricular models of porcine myocardial infarction. Comput. Biol. Medicine 141: 105061 (2022) - [j2]Esther Puyol-Antón, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Christopher A. Rinaldi, Andrew P. King:
A multimodal deep learning model for cardiac resynchronisation therapy response prediction. Medical Image Anal. 79: 102465 (2022) - 2021
- [j1]Angela W. C. Lee, Orod Razeghi, José Alonso Solís-Lemus, Marina Strocchi, Baldeep Sidhu, Justin Gould, Jonathan M. Behar, Mark K. Elliott, Vishal Mehta, Gernot Plank, Christopher A. Rinaldi, Steven A. Niederer:
Non-invasive simulated electrical and measured mechanical indices predict response to cardiac resynchronization therapy. Comput. Biol. Medicine 138: 104872 (2021)
Conference and Workshop Papers
- 2022
- [c4]Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Christopher A. Rinaldi, Martin R. Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King:
AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. ASMUS@MICCAI 2022: 75-85 - 2021
- [c3]Tareen Dawood, Chen Chen, Robin Andlauer, Baldeep S. Sidhu, Bram Ruijsink, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, C. Aldo Rinaldi, Esther Puyol-Antón, Reza Razavi, Andrew P. King:
Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction. STACOM@MICCAI 2021: 189-198 - 2020
- [c2]Marina Strocchi, Aurel Neic, Matthias A. F. Gsell, Christoph M. Augustin, Julien Bouyssier, Karli Gillette, Mark K. Elliott, Justin S. Gould, Jonathan M. Behar, Baldeep Sidhu, Martin J. Bishop, Edward J. Vigmond, Gernot Plank, Christopher A. Rinaldi, Steven A. Niederer:
His Bundle Pacing but not Left Bundle Pacing Corrects Septal Flash in Left Bundle Branch Block Patients. CinC 2020: 1-4 - [c1]Esther Puyol-Antón, Chen Chen, James R. Clough, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Daniel Rueckert, Christopher A. Rinaldi, Andrew P. King:
Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction. MICCAI (1) 2020: 284-293
Informal and Other Publications
- 2023
- [i4]Tareen Dawood, Chen Chen, Baldeep S. Sidhua, Bram Ruijsink, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Christopher A. Rinaldi, Esther Puyol-Antón, Reza Razavi, Andrew P. King:
Uncertainty Aware Training to Improve Deep Learning Model Calibration for Classification of Cardiac MR Images. CoRR abs/2308.15141 (2023) - 2022
- [i3]Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Miguel Xochicale, Alberto Gómez, Christopher A. Rinaldi, Martin R. Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King:
AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. CoRR abs/2203.11726 (2022) - 2021
- [i2]Tareen Dawood, Chen Chen, Robin Andlauer, Baldeep S. Sidhu, Bram Ruijsink, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, C. Aldo Rinaldi, Esther Puyol-Antón, Reza Razavi, Andrew P. King:
Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction. CoRR abs/2109.10641 (2021) - 2020
- [i1]Esther Puyol-Antón, Chen Chen, James R. Clough, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Daniel Rueckert, Christopher A. Rinaldi, Andrew P. King:
Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction. CoRR abs/2006.13811 (2020)
Coauthor Index
aka: Christopher A. Rinaldi
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