Fabian Balsiger

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

Alain Jungo, Fabian Balsiger, Mauricio Reyes · Frontiers in Neuroscience · 2020 · 100 citations · Full text

Engineering, Machine Learning, Brain Tumor Segmentation +22

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

Alain Jungo, Olivier Scheidegger, Mauricio Reyes et al. · Computer Methods and Programs in Biomedicine · 2020 · 43 citations · Full text

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

Fabian Balsiger, Carolin Steindel, Mirjam Arn et al. · Frontiers in Neurology · 2018 · 42 citations · Full text

Engineering, Topographical Anatomy, Peripheral Nerve +26

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 et al. · The Journal of Machine Learning for Biomedical Imaging · 2023 · 33 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Medical Image Segmentation +30

Spatially regularized parametric map reconstruction for fast magnetic resonance fingerprinting

Fabian Balsiger, Alain Jungo, Olivier Scheidegger et al. · Medical Image Analysis · 2020 · 25 citations · Full text