Multi-scale classification of disease using structural MRI and wavelet transform

► Wavelets are used to decompose MR images into different spatial scales. ► Features capturing scale, directionality and local information are presented. ► Features discriminated significantly between MS patients and controls. ► Decoding accuracies varied strongly among the different scales. ► Higher scales were partly more informative than lower scales.