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Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: evaluation in Alzheimer’s disease

Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks

2021 . Iuga, Andra-Iza | Carolus, Heike | Höink, Anna J. | Brosch, Tom | Klinder, Tobias | Maintz, David | Persigehl, Thorsten | Baeßler, Bettina | Püsken, Michael

Automated detection of the contrast phase in MDCT by an artificial neural network improves the accuracy of opportunistic bone mineral density measurements

2021 . Rühling, Sebastian | Navarro, Fernando | Sekuboyina, Anjany | El Husseini, Malek | Baum, Thomas | Menze, Bjoern | Braren, Rickmer | Zimmer, Claus | Kirschke, Jan

Analysis of the paraspinal muscle morphology of the lumbar spine using a convolutional neural network (CNN)

2021 . Baur, David | Bieck, Richard | Berger, Johann | Neumann, Juliane | Henkelmann, Jeanette | Neumuth, Thomas | Heyde, Christoph-E. | Voelker, Anna

MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning

2021 . Müller, Dominik | Kramer, Frank