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Simon Andermatt

Department of Biomedical Engineering, University of Basel, Basel, Switzerland

MRI lung lobe segmentation in pediatric cystic fibrosis patients using a recurrent neural network trained with publicly accessible CT datasets

Aug 31, 2021
Orso Pusterla, Rahel Heule, Francesco Santini, Thomas Weikert, Corin Willers, Simon Andermatt, Robin Sandk├╝hler, Sylvia Nyilas, Philipp Latzin, Oliver Bieri, Grzegorz Bauman

* 9 Figures, 1 Table. Supplementary Material: 1 Appendix, 2 Tables, 3 Supporting Figures 

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Recurrent Registration Neural Networks for Deformable Image Registration

Jun 07, 2019
Robin Sandk├╝hler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin

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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Apr 01, 2019
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adri├á Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Llad├│, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, S├ębastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Elodie Puybareau, Leticia Rittner, Carole H. Sudre, Sergi Valverde, Ver├│nica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels

* Accepted for publication in IEEE Transactions on Medical Imaging 

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Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU

Aug 07, 2018
Antal Horvath, Charidimos Tsagkas, Simon Andermatt, Simon Pezold, Katrin Parmar, Philippe Cattin

* MICCAI 2018 CSI workshop, 12 pages, 7 figures, 3 tables 

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AirLab: Autograd Image Registration Laboratory

Jun 26, 2018
Robin Sandk├╝hler, Christoph Jud, Simon Andermatt, Philippe C. Cattin

* Corresponding author: Christoph Jud, e-mail: [email protected] 

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Pathology Segmentation using Distributional Differences to Images of Healthy Origin

May 25, 2018
Simon Andermatt, Antal Horváth, Simon Pezold, Philippe Cattin

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Multi-dimensional Gated Recurrent Units for Automated Anatomical Landmark Localization

Aug 09, 2017
Simon Andermatt, Simon Pezold, Michael Amann, Philippe C. Cattin

* 8 pages, 3 figures, 1 table 

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