A topological loss function for deep-learning based image segmentation using persistent homology
Veronika Zimmer
Principal Investigator
My research focuses on image analysis and machine learning with a particular interest in robust and generalizable methods for multimodal registration and segmentation in medical imaging.
Julia A. Schnabel
Professor for Computational Imaging and AI in Medicine, Director of the Institute of Machine Learning in Biomedical Imaging
My research interests include machine/deep learning, nonlinear motion modeling, as well as multimodal and quantitative imaging, for cancer-, cardiac-, neuro- and perinatal imaging.