Table 1.
Manual quality check. The results of our manual quality check of all eight defacing algorithms across the 179 subjects of the OASIS-3 cohort8 and the 21 participants of the Kirby-21 dataset.39 Detailed results are included in the Supplementary Material.
| Algorithm | Dataset | Total | Success | Type I failure | Type II failure |
|---|---|---|---|---|---|
| Defacer23 | OASIS-3 | 179 | 163 | 16 | 0 |
| Kirby-21 | 21 | 21 | 0 | 0 | |
| Quickshear19 | OASIS-3 | 179 | 78 | 0 | 101 |
| Kirby-21 | 21 | 20 | 0 | 1 | |
| Pydeface22 | OASIS-3 | 179 | 179 | 0 | 0 |
| Kirby-21 | 21 | 21 | 0 | 0 | |
| MRI_Deface18 | OASIS-3 | 179 | 136 | 7 | 36 |
| Kirby-21 | 21 | 21 | 0 | 0 | |
| FSL_deface21 | OASIS-3 | 179 | 142 | 0 | 37 |
| Kirby-21 | 21 | 21 | 0 | 0 | |
| Face_Masking20 | OASIS-3 | 179 | 176 | 0 | 3 |
| Kirby-21 | 21 | 21 | 0 | 0 | |
| AnonyMI24 | OASIS-3 | 179 | 179 | 0 | 0 |
| Kirby-21 | 21 | 21 | 0 | 0 | |
| mri_reface_0.225 | OASIS-3 | 179 | 179 | 0 | 0 |
| Kirby-21 | 21 | 21 | 0 | 0 | |
| mri_reface_0.325 | OASIS-3 | 179 | 179 | 0 | 0 |
| Kirby-21 | 21 | 21 | 0 | 0 |