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Bram van Ginneken

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Deep Clustering Activation Maps for Emphysema Subtyping

Jun 01, 2021
Weiyi Xie, Colin Jacobs, Bram van Ginneken

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Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients

May 25, 2021
Weiyi Xie, Colin Jacobs, Bram van Ginneken

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Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning

May 03, 2021
Ecem Sogancioglu, Keelin Murphy, Ernst Th. Scholten, Luuk H. Boulogne, Mathias Prokop, Bram van Ginneken

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Common Limitations of Image Processing Metrics: A Picture Story

Apr 13, 2021
Annika Reinke, Matthias Eisenmann, Minu D. Tizabi, Carole H. Sudre, Tim Rädsch, Michela Antonelli, Tal Arbel, Spyridon Bakas, M. Jorge Cardoso, Veronika Cheplygina, Keyvan Farahani, Ben Glocker, Doreen Heckmann-Nötzel, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Jens Kleesiek, Tahsin Kurc, Michal Kozubek, Bennett A. Landman, Geert Litjens, Klaus Maier-Hein, Bjoern Menze, Henning Müller, Jens Petersen, Mauricio Reyes, Nicola Rieke, Bram Stieltjes, Ronald M. Summers, Sotirios A. Tsaftaris, Bram van Ginneken, Annette Kopp-Schneider, Paul Jäger, Lena Maier-Hein

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Deep Learning with robustness to missing data: A novel approach to the detection of COVID-19

Mar 25, 2021
Erdi Çallı, Keelin Murphy, Steef Kurstjens, Tijs Samson, Robert Herpers, Henk Smits, Matthieu Rutten, Bram van Ginneken

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Deep Learning for Chest X-ray Analysis: A Survey

Mar 15, 2021
Ecem Sogancioglu, Erdi Çallı, Bram van Ginneken, Kicky G. van Leeuwen, Keelin Murphy

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Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation

Jan 16, 2021
Khrystyna Faryna, Kevin Koschmieder, Marcella M. Paul, Thomas van den Heuvel, Anke van der Eerden, Rashindra Manniesing, Bram van Ginneken

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Constraining Volume Change in Learned Image Registration for Lung CTs

Nov 29, 2020
Alessa Hering, Stephanie Häger, Jan Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken

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Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI

Sep 23, 2020
Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen

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