Impact of Single-Energy Metal Artifact Reduction on CT image quality in patients with dental hardware. - Stefan Markus Niehues; Janis Lucas Vahldiek; Daniel Tröltzsch; Bernd Hamm; Seyd Shnayien (Comput. Biol. Medicine, 2018)

Comparing Different Deep Learning Architectures for Classification of Chest Radiographs. - Keno K. Bressem; Lisa Adams; Christoph Erxleben; Bernd Hamm; Stefan Markus Niehues; Janis Lucas Vahldiek (CoRR, 2020)

Highly accurate classification of chest radiographic reports using a deep learning natural language model pre-trained on 3.8 million text reports. - Keno K. Bressem; Lisa C. Adams; Robert A. Gaudin; Daniel Tröltzsch; Bernd Hamm; Marcus R. Makowski; Chan-Yong Schüle; Janis Lucas Vahldiek; Stefan Markus Niehues (Bioinform., 2021)

3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware. - Keno K. Bressem; Stefan Markus Niehues; Bernd Hamm; Marcus R. Makowski; Janis Lucas Vahldiek; Lisa C. Adams (CoRR, 2021)

Prostate158 - An expert-annotated 3T MRI dataset and algorithm for prostate cancer detection. - Lisa C. Adams; Marcus R. Makowski; Günther Engel; Maximilian Rattunde; Felix Busch; Patrick Asbach; Stefan Markus Niehues; Shankeeth Vinayahalingam; Bram van Ginneken; Geert Litjens 001; Keno K. Bressem (Comput. Biol. Medicine, 2022)

Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs. - Felix Busch; Lina Xu; Dmitry Sushko; Matthias Weidlich 002; Daniel Truhn; Gustav Müller-Franzes; Maurice M. Heimer; Stefan Markus Niehues; Marcus R. Makowski; Markus Hinsche; Janis Lucas Vahldiek; Hugo J. W. L. Aerts; et al. (Comput. Methods Programs Biomed., 2023)

medBERT.de: A comprehensive German BERT model for the medical domain. - Keno K. Bressem; Jens-Michalis Papaioannou; Paul Grundmann; Florian Borchert; Lisa C. Adams; Leonhard Liu; Felix Busch; Lina Xu; Jan P. Loyen; Stefan Markus Niehues; Moritz Augustin; Lennart Grosser; et al. (Expert Syst. Appl., 2024)