Grzegorz Bauman

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 5

Top Topics

Weakly Supervised

Deformable Image Registration

Respiratory Motion

Recurrent Neural Networks

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin
Recurrent Registration Neural Networks for Deformable Image Registration. NeurIPS (2019)
Robin Sandkühler, Grzegorz Bauman, Sylvia Nyilas, Orso Pusterla, Corin Willers, Oliver Bieri, Philipp Latzin, Christoph Jud, Philippe C. Cattin
Gated Recurrent Neural Networks for Accelerated Ventilation MRI. MLMI@MICCAI (2019)
Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin
Recurrent Registration Neural Networks for Deformable Image Registration. CoRR (2019)
Robin Sandkühler, Christoph Jud, Grzegorz Bauman, Corin Willers, Orso Pusterla, Sylvia Nyilas, Alan Peters, Lukas Ebner, Enno Stranziger, Oliver Bieri, Philipp Latzin, Philippe C. Cattin
Weakly Supervised Learning Strategy for Lung Defect Segmentation. MLMI@MICCAI (2019)
Alina Giger, Robin Sandkühler, Christoph Jud, Grzegorz Bauman, Oliver Bieri, Rares Salomir, Philippe C. Cattin
Respiratory Motion Modelling Using cGANs. MICCAI (4) (2018)
Tobias Heimann, Monika Eichinger, Grzegorz Bauman, Arved Bischoff, Michael Puderbach, Hans-Peter Meinzer
Automated scoring of regional lung perfusion in children from contrast enhanced 3D MRI. Medical Imaging: Computer-Aided Diagnosis (2012)