Fabian Balsiger

According to our database, Fabian Balsiger authored at least 8 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient.

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

CoRR, 2021

The MICCAI Hackathon on reproducibility, diversity, and selection of papers at the MICCAI conference.

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

CoRR, 2021

pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis.

Alain Jungo, Olivier Scheidegger, Mauricio Reyes, Fabian Balsiger

Comput. Methods Programs Biomed., 2021

2020

Spatially regularized parametric map reconstruction for fast magnetic resonance fingerprinting.

Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Pierre G. Carlier, Mauricio Reyes, Benjamin Marty

Medical Image Anal., 2020

Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks.

Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Benjamin Marty, Mauricio Reyes

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

2019

On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting.

Fabian Balsiger, Olivier Scheidegger, Pierre G. Carlier, Benjamin Marty, Mauricio Reyes

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation.

Fabian Balsiger, Yannick Soom, Olivier Scheidegger, Mauricio Reyes

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks.

Fabian Balsiger, Amaresha Shridhar Konar, Shivaprasad Chikop, Vimal Chandran, Olivier Scheidegger, Sairam Geethanath, Mauricio Reyes

Proceedings of the Machine Learning for Medical Image Reconstruction, 2018