F. Balsiger

发表

Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks

M. Reyes, B. Marty, O. Scheidegger, 2020, MLMIR@MICCAI.

Methodologies and MR Parameters in Quantitative Magnetic Resonance Neurography: A Scoping Review Protocol

B. Marty, O. Scheidegger, M. Bendszus, 2022, Methods and protocols.

Quantitative water T2 relaxometry in the early detection of neuromuscular diseases: a retrospective biopsy-controlled analysis

O. Scheidegger, F. Balsiger, B. Wagner, 2022, European Radiology.

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

M. Reyes, O. Scheidegger, A. Jungo, 2020, Comput. Methods Programs Biomed..

Analyzing the Quality and Challenges of Uncertainty Estimations for Brain Tumor Segmentation

Mauricio Reyes, Alain Jungo, Fabian Balsiger, 2020, Frontiers in Neuroscience.

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

Bjoern H Menze, Johannes C. Paetzold, S. Bakas, 2021, ArXiv.

Medical-Blocks―A Platform for Exploration, Management, Analysis, and Sharing of Data in Biomedical Research: System Development and Integration Results

O. Scheidegger, W. Valenzuela, F. Balsiger, 2021, JMIR formative research.

Brain Tumor Volume Calculation : Segmentation and Visualization Using MR Images

Fabian Balsiger, F. Balsiger, 2012 .

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

Bjoern H Menze, Johannes C. Paetzold, S. Bakas, 2021, Machine Learning for Biomedical Imaging.

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

Olivier Scheidegger, Mauricio Reyes, Alain Jungo, 2020, Comput. Methods Programs Biomed..

Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting

Olivier Scheidegger, Mauricio Reyes, Alain Jungo, 2019, Medical Image Anal..

Segmentation of Peripheral Nerves From Magnetic Resonance Neurography: A Fully-Automatic, Deep Learning-Based Approach

Olivier Scheidegger, Mauricio Reyes, Waldo Valenzuela, 2018, Front. Neurol..

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

Olivier Scheidegger, Mauricio Reyes, Fabian Balsiger, 2019, MICCAI.

Medical Image Analysis Laboratory (MIALab): An Educational Approach to Medical Image Analysis using Machine Learning

M. Reyes, Yannick Suter, F. Balsiger, 2018 .

Quantitative water T2 relaxometry in the early detection of neuromuscular diseases: a retrospective biopsy-controlled analysis

O. Scheidegger, F. Balsiger, B. Wagner, 2022, European Radiology.

Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks pdf

Sairam Geethanath, Olivier Scheidegger, Mauricio Reyes, 2018, MLMIR@MICCAI.