I am senior researcher and lecturer in the Computer Vision Laboratory at ETH Zurich, and visiting research scientist in the Asclepios team at the Inria Sophia-Antipolis. I am also a research affiliate of the Medical Vision group of CSAIL at MIT.
I am interested in developing methods in medical image computing at the interface of computational patho-physiology, medical computer vision, and machine learning. In this, I focus on applications in multimodal clinical neuroimaging and the patient-adaptive modeling of tumor growth.
I organized workshops at MICCAI, NIPS and CVPR in the fields of medical computer vision and neuroimage processing, served as guest editor for Medical Image Analysis and as a member of the programm committee of MICCAI.