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Rare genetic diseases can sometimes be recognized through facial features, such as characteristically shaped brows, nose or cheeks. Researchers have now trained software that uses portrait photos to better diagnose such diseases. The improved version “GestaltMatcher” can now also detect diseases that are not yet known to it. It also manages to diagnose known diseases with very small numbers of patients.