Research Activity

My area of research is statistics, machine learning and computational biology. I have a particular interest for biological applications. My research has so far been mostly focused on applying modern data processing techniques to histopathology. Histopathology examines skin pieces seen through a very powerful microscope. Histopathology data can be very large (>60 GB per image) and are very complex to analyse due to the high variability in cell shape, type and staining. Our goal is to use histopathological data in order to discover biologically relevant information which is predictive of treatment responses. I am currently working on two medical topics: