Fabian Balsiger

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 13

Top Topics

Magnetic Resonance

Positron Emission Tomography

Mr Brain Images

Convolutional Neural Networks

Top Venues

Medical Image Anal.

Publications

Florian Kofler, Ivan Ezhov, Fabian Isensee, Fabian Balsiger, Christoph Berger, Maximilian Koerner, Johannes C. Paetzold, Hongwei Li, Suprosanna Shit, Richard McKinley, Spyridon Bakas, Claus Zimmer, Donna P. Ankerst, Jan Kirschke, Benedikt Wiestler, Bjoern H. Menze
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient. CoRR (2021)
Fabian Balsiger, Alain Jungo, Naren Akash R. J, Jianan Chen, Ivan Ezhov, Shengnan Liu, Jun Ma, Johannes C. Paetzold, Vishva Saravanan R, Anjany Sekuboyina, Suprosanna Shit, Yannick Suter, Moshood Yekini, Guodong Zeng, Markus Rempfler
The MICCAI Hackathon on reproducibility, diversity, and selection of papers at the MICCAI conference. CoRR (2021)
Alain Jungo, Olivier Scheidegger, Mauricio Reyes, Fabian Balsiger
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis. Comput. Methods Programs Biomed. 198 (2021)
Alain Jungo, Olivier Scheidegger, Mauricio Reyes, Fabian Balsiger
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis. CoRR (2020)
Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Pierre G. Carlier, Mauricio Reyes, Benjamin Marty
Spatially regularized parametric map reconstruction for fast magnetic resonance fingerprinting. Medical Image Anal. 64 (2020)
Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Benjamin Marty, Mauricio Reyes
Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks. MLMIR@MICCAI (2020)
Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Benjamin Marty, Mauricio Reyes
Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks. CoRR (2020)
Fabian Balsiger, Yannick Soom, Olivier Scheidegger, Mauricio Reyes
Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation. CoRR (2019)
Fabian Balsiger, Yannick Soom, Olivier Scheidegger, Mauricio Reyes
Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation. MICCAI (2) (2019)
Fabian Balsiger, Olivier Scheidegger, Pierre G. Carlier, Benjamin Marty, Mauricio Reyes
On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting. MIDL (2019)
Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Pierre G. Carlier, Mauricio Reyes, Benjamin Marty
Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting. CoRR (2019)
Fabian Balsiger, Amaresha Shridhar Konar, Shivaprasad Chikop, Vimal Chandran, Olivier Scheidegger, Sairam Geethanath, Mauricio Reyes
Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks. MLMIR@MICCAI (2018)
Fabian Balsiger, Amaresha Shridhar Konar, Shivaprasad Chikop, Vimal Chandran, Olivier Scheidegger, Sairam Geethanath, Mauricio Reyes
Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks. CoRR (2018)