Julia Vogt is an assistant professor at the Department of Computer Science at ETH Zurich. The primary research interest of her group lies at the intersection of machine learning and medicine. Her work is focused on advancing and developing novel machine learning techniques for precision medicine and clinical data analysis. The field of action comprises many areas such as prediction of response to treatment or early diagnosis in personalized medicine, multimodal data integration and structure detection. In close collaboration with physicians the group identify gaps where current technologies fail and develop tailored solutions.