Research Activity

My area of research are statistics, machine learning and computational biology. I have a particular interest for biological applications. Moreover, my research has been mostly focused on applying modern data processing technics to histopathology data. Histopathology data results from 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. We wish to discover biologicaly relevant information from histopathological data that is predictive of treatment responses. Currently, I am working on two medical topics: