Looking at the most promising features in the large dataset we considered in this study, it seems that speech features are generally more reliable in distinguishing controls from MCI subjects.
spectral Centroid mean (sPE_sPCENTRM) and the statistics about speech and silence duration intervals are consistently present as significant features in all tasks.