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Ten deep learning techniques to address small data problems with remote sensing

2023 . Safonova, Anastasiia | Ghazaryan, Gohar | Stiller, Stefan | Main-Knorn, Magdalena | Nendel, Claas | Ryo, Masahiro

A deep cascaded segmentation of obstructive sleep apnea-relevant organs from sagittal spine MRI

2021 . Ivanovska, Tatyana | Daboul, Amro | Kalentev, Oleksandr | Hosten, Norbert | Biffar, Reiner | Völzke, Henry | Wörgötter, Florentin

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

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

2021 . Müller, Dominik | Kramer, Frank

Outcome prediction in aneurysmal subarachnoid hemorrhage: a comparison of machine learning methods and established clinico-radiological scores

2021 . Dengler, Nora F. | Madai, Vince Istvan | Unteroberdörster, Meike | Zihni, Esra | Brune, Sophie Charlotte | Hilbert, Adam | Livne, Michelle | Wolf, Stefan | Vajkoczy, Peter | Frey, Dietmar

Language-based translation and prediction of surgical navigation steps for endoscopic wayfinding assistance in minimally invasive surgery

2020 . Bieck, Richard | Heuermann, Katharina | Pirlich, Markus | Neumann, Juliane | Neumuth, Thomas