Discriminative locations automatically identified by our proposed method at the patch-level (i.e., the left panel) and region-level (i.e., the right panel). The first to third rows correspond, respectively, to our proposed wH-FCN model trained for AD classification, our proposed nH-FCN model trained for AD classification, and our proposed wH-FCN model trained from scratch for MCI conversion prediction.