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Sebastien Ourselin

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Acquisition-invariant brain MRI segmentation with informative uncertainties

Nov 07, 2021
Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Klaser, David Thomas, Ivana Drobnjak, Sebastien Ourselin, M Jorge Cardoso

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The role of MRI physics in brain segmentation CNNs: achieving acquisition invariance and instructive uncertainties

Nov 04, 2021
Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Klaser, David Thomas, Ivana Drobnjak, Sebastien Ourselin, M Jorge Cardoso

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Deep forecasting of translational impact in medical research

Oct 17, 2021
Amy PK Nelson, Robert J Gray, James K Ruffle, Henry C Watkins, Daniel Herron, Nick Sorros, Danil Mikhailov, M. Jorge Cardoso, Sebastien Ourselin, Nick McNally, Bryan Williams, Geraint E. Rees, Parashkev Nachev

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A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation

Sep 06, 2021
Richard Shaw, Carole H. Sudre, Sebastien Ourselin, M. Jorge Cardoso, Hugh G. Pemberton

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Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction

Sep 03, 2021
Peichao Li, Michael Ebner, Philip Noonan, Conor Horgan, Anisha Bahl, Sebastien Ourselin, Jonathan Shapey, Tom Vercauteren

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Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation

Jul 08, 2021
Lucas Fidon, Michael Aertsen, Doaa Emam, Nada Mufti, Frederic Guffens, Thomas Deprest, Philippe Demaerel, Anna L. David, Andrew Melbourne, Sebastien Ourselin, Jam Deprest, Tom Vercauteren

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Autonomous Robotic Endoscope Control based on Semantically Rich Instructions

Jul 05, 2021
Caspar Gruijthuijsen, Luis C. Garcia-Peraza-Herrera, Gianni Borghesan, Dominiek Reynaerts, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Emmanuel Vander Poorten

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Inter Extreme Points Geodesics for Weakly Supervised Segmentation

Jul 01, 2021
Reuben Dorent, Samuel Joutard, Jonathan Shapey, Aaron Kujawa, Marc Modat, Sebastien Ourselin, Tom Vercauteren

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Estimating MRI Image Quality via Image Reconstruction Uncertainty

Jun 21, 2021
Richard Shaw, Carole H. Sudre, Sebastien Ourselin, M. Jorge Cardoso

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Automated triaging of head MRI examinations using convolutional neural networks

Jun 15, 2021
David A. Wood, Sina Kafiabadi, Ayisha Al Busaidi, Emily Guilhem, Antanas Montvila, Siddharth Agarwal, Jeremy Lynch, Matthew Townend, Gareth Barker, Sebastien Ourselin, James H. Cole, Thomas C. Booth

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