49 citations · 166 across the 30 of their papers we have counts for
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cs.CV2020
CNN-based Lung CT Registration with Multiple Anatomical Constraints
Alessa Hering, Stephanie Häger, Jan Moltz +3
Deep-learning-based registration methods emerged as a fast alternative to conventional registration methods. However, these methods often still cannot achieve the same performance…
eess.IV2020
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function
Bianca Lassen-Schmidt, Alessa Hering, Stefan Krass +1
Fully-automatic lung lobe segmentation is challenging due to anatomical variations, pathologies, and incomplete fissures. We trained a 3D u-net for pulmonary lobe segmentation on 4…