Zobrazeno 1 - 10
of 323
pro vyhledávání: '"Gould, Justin"'
Autor:
Puyol-Antón, Esther, Ruijsink, Bram, Sidhu, Baldeep S., Gould, Justin, Porter, Bradley, Elliott, Mark K., Mehta, Vishal, Gu, Haotian, Xochicale, Miguel, Gomez, Alberto, Rinaldi, Christopher A., Cowie, Martin, Chowienczyk, Phil, Razavi, Reza, King, Andrew P.
Publikováno v:
MICCAI ASMUS 2020
Left ventricular (LV) function is an important factor in terms of patient management, outcome, and long-term survival of patients with heart disease. The most recently published clinical guidelines for heart failure recognise that over reliance on on
Externí odkaz:
http://arxiv.org/abs/2203.11726
Autor:
Dawood, Tareen, Chen, Chen, Andlauer, Robin, Sidhu, Baldeep S., Ruijsink, Bram, Gould, Justin, Porter, Bradley, Elliott, Mark, Mehta, Vishal, Rinaldi, C. Aldo, Puyol-Antón, Esther, Razavi, Reza, King, Andrew P.
Evaluation of predictive deep learning (DL) models beyond conventional performance metrics has become increasingly important for applications in sensitive environments like healthcare. Such models might have the capability to encode and analyse large
Externí odkaz:
http://arxiv.org/abs/2109.10641
Autor:
Puyol-Antón, Esther, Sidhu, Baldeep S., Gould, Justin, Porter, Bradley, Elliott, Mark K., Mehta, Vishal, Rinaldi, Christopher A., King, Andrew P.
We present a novel multimodal deep learning framework for cardiac resynchronisation therapy (CRT) response prediction from 2D echocardiography and cardiac magnetic resonance (CMR) data. The proposed method first uses the `nnU-Net' segmentation model
Externí odkaz:
http://arxiv.org/abs/2107.10662
Autor:
Bhagirath, Pranav, Campos, Fernando O., Zaidi, Hassan A., Chen, Zhong, Elliott, Mark, Gould, Justin, Kemme, Michiel J.B., Wilde, Arthur A.M., Götte, Marco J.W., Postema, Pieter G., Prassl, Anton J., Neic, Aurel, Plank, Gernot, Rinaldi, Christopher A., Bishop, Martin J.
Publikováno v:
In Heart Rhythm
Autor:
Gould, Justin
As the Data Science field continues to mature, and we collect more data, the demand to store and analyze them will continue to increase. This increase in data availability and demand for analytics will put a strain on data centers and compute cluster
Externí odkaz:
http://arxiv.org/abs/2102.04446
Autor:
Puyol-Antón, Esther, Chen, Chen, Clough, James R., Ruijsink, Bram, Sidhu, Baldeep S., Gould, Justin, Porter, Bradley, Elliott, Mark, Mehta, Vishal, Rueckert, Daniel, Rinaldi, Christopher A., King, Andrew P.
Advances in deep learning (DL) have resulted in impressive accuracy in some medical image classification tasks, but often deep models lack interpretability. The ability of these models to explain their decisions is important for fostering clinical tr
Externí odkaz:
http://arxiv.org/abs/2006.13811
Autor:
Sidhu, Baldeep S., Lee, Angela W.C., Gould, Justin, Porter, Bradley, Sieniewicz, Benjamin, Elliott, Mark K., Mehta, Vishal S., Wijesuriya, Nadeev, Amadou, Abdoul A., Plank, Gernot, Haberland, Ulrike, Rajani, Ronak, Rinaldi, Christopher A., Niederer, Steven A.
Publikováno v:
In Heart Rhythm November 2023 20(11):1481-1488
Autor:
Dawood, Tareen, Chen, Chen, Sidhu, Baldeep S., Ruijsink, Bram, Gould, Justin, Porter, Bradley, Elliott, Mark K., Mehta, Vishal, Rinaldi, Christopher A., Puyol-Antón, Esther, Razavi, Reza, King, Andrew P.
Publikováno v:
In Medical Image Analysis August 2023 88
Autor:
Mehta, Vishal S., Ayis, Salma, Elliott, Mark K., Widjesuriya, Nadeev, Kardaman, Nuha, Gould, Justin, Behar, Jonathan M., Chiribiri, Amedeo, Razavi, Reza, Niederer, Steven, Rinaldi, Christopher A.
Publikováno v:
In Heart Rhythm O2 October 2022 3(5):482-492
Autor:
Mehta, Vishal S., O’Brien, Hugh, Elliott, Mark K., Wijesuriya, Nadeev, Auricchio, Angelo, Ayis, Salma, Blomstrom-Lundqvist, Carina, Bongiorni, Maria Grazia, Butter, Christian, Deharo, Jean-Claude, Gould, Justin, Kennergren, Charles, Kuck, Karl-Heinz, Kutarski, Andrzej, Leclercq, Christophe, Maggioni, Aldo P., Sidhu, Baldeep S., Wong, Tom, Niederer, Steven, Rinaldi, Christopher A.
Publikováno v:
In Heart Rhythm June 2022 19(6):885-893