In a method and an apparatus for detecting the roughness of a vessel in a living subject, an in vivo image of an inner contour of the vessel wall is obtained using an imaging modality. A dimensional value characteristic of the complexity of the inner contour is calculated from the image information in the image describing the inner contour.