Table 6 Classification scores obtained with the left/right HAVAs scores (for each cell: value1: left/value2: right), organized by model (rows) and segmentation algorithm (columns).
From: Estimation of reference curves for brain atrophy and analysis of robustness to machine effects
Metrics | References | AssemblyNet | FastSurfer | FreeSurfer |
|---|---|---|---|---|
Sensitivity | 1.5T and 3T | 0.89/0.86 | 0.95/0.92 | 0.93/0.92 |
1.5T | 0.95/0.93 | 0.98/0.95 | 0.96/0.95 | |
3T | 0.88/0.82 | 0.87/0.87 | 0.84/0.88 | |
Specificity | 1.5T and 3T | 0.91/0.87 | 0.80/0.82 | 0.83/0.86 |
1.5T | 0.86/0.78 | 0.60/0.65 | 0.66/0.67 | |
3T | 0.95/0.91 | 0.84/0.82 | 0.85/0.84 | |
Balanced Accuracy | 1.5T and 3T | 0.90/0.87 | 0.88/0.87 | 0.88/0.89 |
1.5T | 0.90/0.86 | 0.79/0.80 | 0.81/0.81 | |
3T | 0.91/0.87 | 0.86/0.85 | 0.85/0.86 | |
Area under the ROC curve | 1.5T and 3T | 0.93/0.90 | 0.94/0.93 | 0.93/0.94 |
1.5T | 0.95/0.93 | 0.92/0.91 | 0.92/0.92 | |
3T | 0.93/0.89 | 0.89/0.89 | 0.88/0.90 |
