Jan is a passionate computer scientist and PhD student at the German Cancer Research Center pushing the boundaries of deep learning since 2018. He is working towards autonomous robotic surgery through deep learning-based semantic segmentation of hyperspectral images (https://github.com/imsy-dkfz/htc). He held talks at international machine learning conferences (e.g. IPCAI2022, MICCAI2023), was a machine learning lecturer at Ulm University in 2018–2019 and contributed to open source projects (e.g. Kornia).
Expertise
- Deep learning
- Data science
- Efficient computing
- Medical imaging with a focus on hyperspectral imaging