| 2022 | ICPR | Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer. | Maksim Zhdanov, Saskia Steinmann, Nico Hoffmann |
| 2022 | MICCAI | Learning Generative Factors of EEG Data with Variational Auto-Encoders. | Maksim Zhdanov, Saskia Steinmann, Nico Hoffmann |
| 2022 | PPAM | Acceptance Rates of Invertible Neural Networks on Electron Spectra from Near-Critical Laser-Plasmas: A Comparison. | Thomas Miethlinger, Nico Hoffmann, Thomas Kluge |
| 2019 | MICCAI | Structural Similarity Based Anatomical and Functional Brain Imaging Fusion. | Nishant Kumar, Nico Hoffmann, Martin Oelschlgel, Edmund Koch, Matthias Kirsch, Stefan Gumhold |
| 2019 | MICCAI | Deep White Matter Analysis: Fast, Consistent Tractography Segmentation Across Populations and dMRI Acquisitions. | Fan Zhang, Nico Hoffmann, Suheyla Cetin Karayumak, Yogesh Rathi, Alexandra J. Golby, Lauren J. O'Donnell |
| 2018 | MICCAI | Fast Mapping of the Eloquent Cortex by Learning L2 Penalties. | Nico Hoffmann, Uwe Petersohn, Gabriele Schackert, Edmund Koch, Stefan Gumhold, Matthias Kirsch |
| 2016 | MICCAI | Learning Thermal Process Representations for Intraoperative Analysis of Cortical Perfusion During Ischemic Strokes. | Nico Hoffmann, Edmund Koch, Gerald Steiner, Uwe Petersohn, Matthias Kirsch |