activity
20172023
most citedpymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

44 citations · 120 across the 10 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

eess.IV2019★ 28 cited

Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting

Fabian Balsiger, Alain Jungo, Olivier Scheidegger +3

Magnetic resonance fingerprinting (MRF) provides a unique concept for simultaneous and fast acquisition of multiple quantitative MR parameters. Despite acquisition efficiency, adop…

eess.IV2019

Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation

Alain Jungo, Mauricio Reyes

Despite the recent improvements in overall accuracy, deep learning systems still exhibit low levels of robustness. Detecting possible failures is critical for a successful clinical…