Earlier biological studies have shown a strong correlation between the structure of the nucleolus of a cell and the potential diseases affecting this cell. During this presentation, I will present a set of 'few' features, based on the shape and the texture of the nucleolus, that might help to discriminate nucleolus phenotypes.