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DNA methylation-based classification of malformations of cortical development in the human brain

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

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

Deep learning detects acute myeloid leukemia and predicts NPM1 mutation status from bone marrow smears

2021 . Eckardt, Jan-Niklas | Middeke, Jan Moritz | Riechert, Sebastian | Schmittmann, Tim | Sulaiman, Anas Shekh | Kramer, Michael | Sockel, Katja | Kroschinsky, Frank | Schuler, Ulrich | Schetelig, Johannes | Röllig, Christoph | Thiede, Christian | Wendt, Karsten | Bornhauser, Martin