picture of Julia Vogt

Medical Data Science

Julia Vogt
ETH Zurich

The primary research interest of our group lies at the intersection of machine learning and medicine. We work on advancing and developing novel machine learning techniques for precision medicine, the life sciences and clinical data analysis. The field of action comprises many areas such as prediction of response to treatment in personalized medicine, (sparse) biomarker detection, tumor classification or the understanding of interactions between genes or groups of genes. We approach these challenges data and problem driven. In clo

Domain(s) of application
Medicine and health
Domain of activity
Machine learning and text mining