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Fabian Balsiger
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2020 – today
- 2021
- [j2]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: 105796 (2021) - [i7]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 abs/2103.05437 (2021) - [i6]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 abs/2103.06205 (2021) - 2020
- [j1]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: 101741 (2020) - [c4]Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Benjamin Marty, Mauricio Reyes:
Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks. MLMIR@MICCAI 2020: 60-69 - [i5]Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Benjamin Marty, Mauricio Reyes:
Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks. CoRR abs/2008.04139 (2020) - [i4]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 abs/2010.03639 (2020)
2010 – 2019
- 2019
- [c3]Fabian Balsiger, Yannick Soom, Olivier Scheidegger, Mauricio Reyes:
Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation. MICCAI (2) 2019: 273-281 - [c2]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: 27-38 - [i3]Fabian Balsiger, Yannick Soom, Olivier Scheidegger, Mauricio Reyes:
Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation. CoRR abs/1906.02281 (2019) - [i2]Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Pierre G. Carlier, Mauricio Reyes, Benjamin Marty:
Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting. CoRR abs/1911.03786 (2019) - 2018
- [c1]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: 39-46 - [i1]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 abs/1807.06356 (2018)
Coauthor Index
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