A fixel is defined as a specific fibre population within a voxel. We describe a comprehensive approach to fixel-based analysis (FBA) of white matter. A novel method to investigate fibre bundle morphology (cross-section) is presented. We compare fibre density, cross-section and a combined measure in a clinical cohort. The three different analyses give unique yet complementary information.