Bradley Porter

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 16

Top Topics

Computational Model

Left Ventricular

Top Venues

Medical Image Anal.

Comput. Biol. Medicine

Publications

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 (2023)
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 (2023)
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 (2022)
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 Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King
AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. CoRR (2022)
Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Christopher A. Rinaldi, Martin Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King
AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. ASMUS@MICCAI (2022)
Tareen Dawood, Chen Chen, Robin Andlauer, Baldeep S. Sidhu, Bram Ruijsink, Justin Gould, Bradley Porter, Mark Elliott, Vishal Mehta, C. Aldo Rinaldi, Esther Puyol-Antón, Reza Razavi, Andrew P. King
Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction. CoRR (2021)
Tareen Dawood, Chen Chen, Robin Andlauer, Baldeep S. Sidhu, Bram Ruijsink, Justin Gould, Bradley Porter, Mark 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)
Fernando Otaviano Campos, Michele Orini, Robert Arnold, John Whitaker, Mark D. O'Neill, Reza Razavi, Gernot Plank, Ben M. Hanson, Bradley Porter, Christopher Aldo Rinaldi, Jaswinder S. Gill, Pier D. Lambiase, Peter Taggart, Martin J. Bishop
Assessing the ability of substrate mapping techniques to guide ventricular tachycardia ablation using computational modelling. Comput. Biol. Medicine 130 (2021)
Esther Puyol-Antón, Chen Chen, James R. Clough, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark Elliott, Vishal Mehta, Daniel Rueckert, Christopher A. Rinaldi, Andrew P. King
Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction. MICCAI (1) (2020)
Esther Puyol-Antón, Chen Chen, James R. Clough, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark Elliott, Vishal Mehta, Daniel Rueckert, Christopher A. Rinaldi, Andrew P. King
Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction. CoRR (2020)
Gabriel Balaban, Caroline Mendonça Costa, Bradley Porter, Brian Halliday, Christopher A. Rinaldi, Sanjay K. Prasad, Gernot Plank, Tevfik F. Ismail, Martin J. Bishop
3D Electrophysiological Modeling of Interstitial Fibrosis Networks and Their Role in Ventricular Arrhythmias in Non-Ischemic Cardiomyopathy. IEEE Trans. Biomed. Eng. 67 (11) (2020)
Gabriel Balaban, Brian Halliday, Wenjia Bai, Bradley Porter, Carlotta Malvuccio, Pablo Lamata, Christopher A. Rinaldi, Gernot Plank, Daniel Rueckert, Sanjay K. Prasad, Martin J. Bishop
Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort. PLoS Comput. Biol. 15 (10) (2019)
Fernando Otaviano Campos, Michele Orini, Peter Taggart, Ben M. Hanson, Pier D. Lambiase, Bradley Porter, Christopher Aldo Rinaldi, Jaswinder S. Gill, Martin J. Bishop
Characterizing the clinical implementation of a novel activation-repolarization metric to identify targets for catheter ablation of ventricular tachycardias using computational models. Comput. Biol. Medicine 108 (2019)
Fernando Otaviano Campos, Michele Orini, Ben M. Hanson, Peter Taggart, Pier Lambiase, Bradley Porter, Christopher Aldo Rinaldi, Jaswinder S. Gill, Martin J. Bishop
Optimization of a Novel Activation-Repolarization Metric to Identify Targets for Catheter Ablation. CinC (2018)
Gabriel Balaban, Caroline Mendonça Costa, Brian Halliday, Bradley Porter, Wenjia Bai, Gernot Plank, Christopher A. Rinaldi, Daniel Rueckert, Sanjay K. Prasad, Martin J. Bishop
The Effects of Non-ischemic Fibrosis Texture and Density on Mechanisms of Reentry. CinC (2018)
Caroline Mendonça Costa, Aurel Neic, Gernot Plank, Eric Kerfoot, Bradley Porter, Benjamin Sieniewicz, Justin Gould, Baldeep Sidhu, Zhong Chen, Christopher A. Rinaldi, Martin J. Bishop, Steven A. Niederer
Personalized Modelling Pipeline for Cardiac Electrophysiology Simulations of Cardiac Resynchronization Therapy in Infarct patients. CinC (2018)