Structural MRI–based Computer-aided Diagnosis Models for Alzheimer Disease: Insights into Misclassifications and Diagnostic Limitations

The 3D Nested Hierarchical Transformer model helped to accurately diagnose Alzheimer disease based on structural brain MRI scans. False-negative classifications were consistent across all computer-aided detection models, occurring primarily in patients with atypical Alzheimer disease and preserved cognition.