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Angelica I. Aviles-Rivero

on behalf of the AIX-COVNET collaboration

Machine learning for COVID-19 detection and prognostication using chest radiographs and CT scans: a systematic methodological review

Sep 01, 2020
Michael Roberts, Derek Driggs, Matthew Thorpe, Julian Gilbey, Michael Yeung, Stephan Ursprung, Angelica I. Aviles-Rivero, Christian Etmann, Cathal McCague, Lucian Beer, Jonathan R. Weir-McCall, Zhongzhao Teng, James H. F. Rudd, Evis Sala, Carola-Bibiane Schönlieb

* 25 pages, 3 figures, 2 tables 

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Dim the Lights! -- Low-Rank Prior Temporal Data for Specular-Free Video Recovery

Dec 17, 2019
Samar M. Alsaleh, Angelica I. Aviles-Rivero, Noemie Debroux, James K. Hahn

* 22 pages, 6 figures 

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Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction

Dec 16, 2019
Jiulong Liu, Angelica I. Aviles-Rivero, Hui Ji, Carola-Bibiane Schönlieb


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Dynamic Spectral Residual Superpixels

Oct 10, 2019
Jianchao Zhang, Angelica I. Aviles-Rivero, Daniel Heydecker, Xiosheng Zhuang, Raymond Chan, Carola-Bibiane Schönlieb


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GraphX$^{NET}-$ Chest X-Ray Classification Under Extreme Minimal Supervision

Jul 25, 2019
Angelica I. Aviles-Rivero, Nicolas Papadakis, Ruoteng Li, Philip Sellars, Qingnan Fan, Robby T. Tan, Carola-Bibiane Schönlieb

* MICCAI 2019 

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Beyond Supervised Classification: Extreme Minimal Supervision with the Graph 1-Laplacian

Jun 20, 2019
Angelica I. Aviles-Rivero, Nicolas Papadakis, Ruoteng Li, Samar M Alsaleh, Robby T Tan, Carola-Bibiane Schonlieb


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Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction

Oct 25, 2018
Angelica I. Aviles-Rivero, Guy Williams, Martin J. Graves, Carola-Bibiane Schonlieb


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Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All? - A Tailored Approach to Single Image Reflection Removal

May 29, 2018
Daniel Heydecker, Georg Maierhofer, Angelica I. Aviles-Rivero, Qingnan Fan, Carola-Bibiane Schönlieb, Sabine SĂŒsstrunk


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Peekaboo - Where are the Objects? Structure Adjusting Superpixels

May 29, 2018
Georg Maierhofer, Daniel Heydecker, Angelica I. Aviles-Rivero, Samar M. Alsaleh, Carola-Bibiane Schönlieb

* 5 pages, 5 figures, IEEE International Conference on Image Processing 

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