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PANACEA cough sound-based diagnosis of COVID-19 for the DiCOVA 2021 Challenge


Jun 07, 2021
Madhu R. Kamble, Jose A. Gonzalez-Lopez, Teresa Grau, Juan M. Espin, Lorenzo Cascioli, Yiqing Huang, Alejandro Gomez-Alanis, Jose Patino, Roberto Font, Antonio M. Peinado, Angel M. Gomez, Nicholas Evans, Maria A. Zuluaga, Massimiliano Todisco

* Accepted in INTERSPEECH 2021 

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One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring


Apr 13, 2021
Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, François Bremond, Maria A. Zuluaga


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Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation


Apr 12, 2021
Francesco Galati, Maria A. Zuluaga

* Accepted to the 11th Biennial Meeting on Functional Imaging and Modeling of the Heart (FIMH-2021) 

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Multi-Atlas Based Pathological Stratification of d-TGA Congenital Heart Disease


Apr 05, 2021
Maria A. Zuluaga, Alex F. Mendelson, M. Jorge Cardoso, Andrew M. Taylor, Sébastien Ourselin

* In: IEEE International Symposium on Biomedical Imaging 2014 

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Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation


Jan 29, 2021
Vien Ngoc Dang, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Rosa Cortese, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga


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Maximum Roaming Multi-Task Learning


Jun 17, 2020
Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga


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Automatic Right Ventricle Segmentation using Multi-Label Fusion in Cardiac MRI


Apr 05, 2020
Maria A. Zuluaga, M. Jorge Cardoso, Sébastien Ourselin

* Workshop on RV Segmentation Challenge in Cardiac MRI in conjunction with Medical Image Computing and Computer-Assisted Intervention 2012 

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Multi-objective Consensus Clustering Framework for Flight Search Recommendation


Feb 26, 2020
Sujoy Chatterjee, Nicolas Pasquier, Simon Nanty, Maria A. Zuluaga


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Grey matter sublayer thickness estimation in themouse cerebellum


Jan 08, 2019
Da Ma, Manuel J. Cardoso, Maria A. Zuluaga, Marc Modat, Nick. Powell, Frances Wiseman, Victor Tybulewicz, Elizabeth Fisher, Mark. F. Lythgoe, Sebastien Ourselin

* International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2015 
* 8 pages, 7 figures, International Conference on Medical Image Computing and Computer-Assisted Intervention 2015 

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Elastic Registration of Geodesic Vascular Graphs


Sep 14, 2018
Stefano Moriconi, Maria A. Zuluaga, H. Rolf Jager, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

* Medical Image Computing and Computer Assisted Intervention -- MICCAI 2018 

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VTrails: Inferring Vessels with Geodesic Connectivity Trees


Jun 08, 2018
Stefano Moriconi, Maria A. Zuluaga, H. Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso

* IPMI 2017: Information Processing in Medical Imaging pp 672-684 

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Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning


Oct 11, 2017
Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sebastien Ourselin, Tom Vercauteren

* 11 pages, 11 figures 

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DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation


Sep 19, 2017
Guotai Wang, Maria A. Zuluaga, Wenqi Li, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sebastien Ourselin, Tom Vercauteren

* 14 pages, 15 figures 

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What is the distribution of the number of unique original items in a bootstrap sample?


Feb 18, 2016
Alex F. Mendelson, Maria A. Zuluaga, Brian F. Hutton, Sébastien Ourselin


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