With a broad expertise in the field of medical image processing, computer-aided medical procedures and applied machine learning, her primary responsibility is to support the medical imaging community in advancing deep learning solutions. She published various peer reviewed papers, in particular on real-time machine learning approaches for computer assistance in surgical interventions, and was honored with the prestigious MICCAI Young Scientist Award during her doctoral study at the Technical University of Munich.