Medical image computing and deep learning (liver and tumor segmentation, LiTS); PhD at TUM (Prof. Klaus Diepold, research with Prof. Bjoern Menze); now CEO and co-founder of Capmo.

1. Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields2016, conference, MICCAI, with Mohamed Elshaer, Florian Ettlinger, Patrick Bilic et al.
2. Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks2017, preprint, arXiv, with Florian Ettlinger, Felix Grün, Patrick Bilic et al.
3. SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks2017, conference, IEEE ISBI, with Florian Ettlinger, Georgios Kaissis et al.