Radiology Pathology Fusion
We focus on biomedical data integration, with a particular interest in radiology-pathology fusion. Such integrative methods may be applied to create comprehensive multi-scale representations of biomedical processes and pathological conditions, thus enabling their in-depth characterization.
Disease Detection via AI
We use Artificial Intelligence (AI) Methods to facilitate the diagnosis of disease, e.g., prostate cancer, on prostate MRI. Such methods either provide useful information, e.g., location of the organ, or directly attempt to localize the extent of disease.
By combining the anatomical and disease based MRI atlas of the prostate, we were able to characterize the distribution of cancer within the prostate. In an independent study we assessed how the presence of cancer affects the shape of the prostate.