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eess.IV2021
Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows
Elena Williams, Sebastian Niehaus, Janis Reinelt +9
Machine learning algorithms underpin modern diagnostic-aiding software, which has proved valuable in clinical practice, particularly in radiology. However, inaccuracies, mainly due…
eess.IV2019
Domain specific cues improve robustness of deep learning based segmentation of ct volumes
Marie Kloenne, Sebastian Niehaus, Leonie Lampe +4
Machine Learning has considerably improved medical image analysis in the past years. Although data-driven approaches are intrinsically adaptive and thus, generic, they often do not…