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Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction


Sep 22, 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-Ant贸n, Reza Razavi, Andrew P. King

* STACOM 2021 Workshop 

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Improved AI-based segmentation of apical and basal slices from clinical cine CMR


Sep 20, 2021
Jorge Mariscal-Harana, Naomi Kifle, Reza Razavi, Andrew P. King, Bram Ruijsink, Esther Puyol-Ant贸n

* *Shared last authors 

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Can non-specialists provide high quality gold standard labels in challenging modalities?


Jul 30, 2021
Samuel Budd, Thomas Day, John Simpson, Karen Lloyd, Jacqueline Matthew, Emily Skelton, Reza Razavi, Bernhard Kainz

* Accepted at the FAIR workshop in conjunction with MICCAI'21 

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B-line Detection in Lung Ultrasound Videos: Cartesian vs Polar Representation


Jul 26, 2021
Hamideh Kerdegari, Phung Tran Huy Nhat, Angela McBride, Luigi Pisani, Reza Razavi, Louise Thwaites, Sophie Yacoub, Alberto Gomez

* 8 pages, 4 figures, 1 table 

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Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps


Jul 06, 2021
Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jaqueline Matthew, Emily Skelton, John Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz

* MICCAI'21 Main Conference 

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Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation


Jul 01, 2021
Esther Puyol-Anton, Bram Ruijsink, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Reza Razavi, Andrew P. King

* MICCAI 2021 conference 

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Automatic Detection of B-lines in Lung Ultrasound Videos From Severe Dengue Patients


Feb 01, 2021
Hamideh Kerdegari, Phung Tran Huy Nhat, Angela McBride, VITAL Consortium, Reza Razavi, Nguyen Van Hao, Louise Thwaites, Sophie Yacoub, Alberto Gomez

* 5 pages, 2 figures, 2 tables 

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Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome


Nov 15, 2020
Elisa Chotzoglou, Thomas Day, Jeremy Tan, Jacqueline Matthew, David Lloyd, Reza Razavi, John Simpson, Bernhard Kainz


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Quality-aware semi-supervised learning for CMR segmentation


Sep 01, 2020
Bram Ruijsink, Esther Puyol-Anton, Ye Li, Wenja Bai, Eric Kerfoot, Reza Razavi, Andrew P. King

* MICCAI STACOM 2020 

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Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening


Aug 18, 2020
Jeremy Tan, Anselm Au, Qingjie Meng, Sandy FinesilverSmith, John Simpson, Daniel Rueckert, Reza Razavi, Thomas Day, David Lloyd, Bernhard Kainz


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Automated Detection of Congenital HeartDisease in Fetal Ultrasound Screening


Aug 16, 2020
Jeremy Tan, Anselm Au, Qingjie Meng, Sandy FinesilverSmith, John Simpson, Daniel Rueckert, Reza Razavi, Thomas Day, David Lloyd, Bernhard Kainz


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Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control


Jan 31, 2020
Esther Puyol Anton, Bram Ruijsink, Christian F. Baumgartner, Matthew Sinclair, Ender Konukoglu, Reza Razavi, Andrew P. King


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Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders


Aug 13, 2019
Esther Puyol-Ant贸n, Bram Ruijsink, James R. Clough, Ilkay Oksuz, Daniel Rueckert, Reza Razavi, Andrew P. King


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Robotic-assisted Ultrasound for Fetal Imaging: Evolution from Single-arm to Dual-arm System


Apr 10, 2019
Shuangyi Wang, James Housden, Yohan Noh, Davinder Singh, Anisha Singh, Emily Skelton, Jacqueline Matthew, Cornelius Tan, Junghwan Back, Lukas Lindenroth, Alberto Gomez, Nicolas Toussaint, Veronika Zimmer, Caroline Knight, Tara Fletcher, David Lloyd, John Simpson, Dharmintra Pasupathy, Hongbin Liu, Kaspar Althoefer, Joseph Hajnal, Reza Razavi, Kawal Rhode

* 12 pages, 6 figures, TAROS conference 2019 

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