Applying tensor-based morphometry to parametric surfaces can improve MRI-based disease diagnosis

► Cortical surface parameterization with slit map conformal mapping ► A sparse learning based method for surface feature selection and classification ► Surface mTBM achieved better group difference results than other surface statistics. ► Stability selection demonstrated consistent feature selection results. ► An automated and robust cortical surface registration and classification system