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Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation


May 09, 2023
David Stojanovski, Uxio Hermida, Pablo Lamata, Arian Beqiri, Alberto Gomez

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Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis


Mar 23, 2023
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas Day, Reza Razavi, Alberto Gomez, Paul Leeson, Bernhard Kainz

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* Under Review 

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Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views


Jul 27, 2022
David Stojanovski, Uxio Hermida, Marica Muffoletto, Pablo Lamata, Arian Beqiri, Alberto Gomez

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* 11 pages, 4 figures, July 27 2022 submitted to 3rd International Workshop, Advances in Simplifying Medical Ultrasound (ASMUS2022), https://miccai-ultrasound.github.io/#/asmus22 

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Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography


Jul 13, 2022
Alberto Gomez, Mihaela Porumb, Angela Mumith, Thierry Judge, Shan Gao, Woo-Jin Cho Kim, Jorge Oliveira, Agis Chartsias

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* Submitted to MICCAI-ASMUS 2022 

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Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View


Jun 29, 2022
Veronika A. Zimmer, Alberto Gomez, Emily Skelton, Robert Wright, Gavin Wheeler, Shujie Deng, Nooshin Ghavami, Karen Lloyd, Jacqueline Matthew, Bernhard Kainz, Daniel Rueckert, Joseph V. Hajnal, Julia A. Schnabel

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* 21 pages (18 + appendix), 13 figures (9 + appendix) 

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AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography


Mar 21, 2022
Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Miguel Xochicale, Alberto Gomez, Christopher A. Rinaldi, Martin Cowie, Phil Chowienczyk, Reza Razavi, Andrew P. King

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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

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* 8 pages, 4 figures, 1 table 

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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

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* 5 pages, 2 figures, 2 tables 

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Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging


Oct 30, 2020
Qingjie Meng, Jacqueline Matthew, Veronika A. Zimmer, Alberto Gomez, David F. A. Lloyd, Daniel Rueckert, Bernhard Kainz

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* arXiv admin note: substantial text overlap with arXiv:2003.00321 

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Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods


Jul 13, 2020
Simona Treivase, Alberto Gomez, Jacqueline Matthew, Emily Skelton, Julia A. Schnabel, Nicolas Toussaint

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