Justin Gould

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Left Ventricular

Echocardiographic Images

Cardiac Imaging

Top Venues

Medical Image Anal.

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)
Angela W. C. Lee, Orod Razeghi, José Alonso Solís-Lemus, Marina Strocchi, Baldeep Sidhu, Justin Gould, Jonathan M. Behar, Mark 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 (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. 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)
Justin Gould
A Framework for Auditing Data Center Energy Usage and Mitigating Environmental Footprint. CoRR (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)
Angela W. C. Lee, Uyen Chau Nguyen, Orod Razeghi, Justin Gould, Baldeep Sidhu, Benjamin Sieniewicz, Jonathan M. Behar, M. Mafi-Rad, Gernot Plank, Frits W. Prinzen, C. Aldo Rinaldi, Kevin Vernooy, Steven A. Niederer
A rule-based method for predicting the electrical activation of the heart with cardiac resynchronization therapy from non-invasive clinical data. Medical Image Anal. 57 (2019)
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)
Angela W. C. Lee, Uyen Chau Nguyen, Justin Gould, Baldeep Sidhu, Benjamin Sieniewicz, Caroline Mendonça Costa, Frits W. Prinzen, Gernot Plank, Christopher A. Rinaldi, Kevin Vernooy, Steven A. Niederer
Predicting Activation Patterns in Cardiac Resynchronization Therapy Patients. CinC (2018)