Table 1.
Distribution of the training and testing datasets into 5 subgroups of OA following the clinician visual classification. Note that with the addition of simulated data the number of the condylar meshes included in the training network were 74 meshes per group. For groups that had more than 74 meshes, such as the control group, the preprocessing step randomly selected 74 condyles.
Number of 3D condylar meshes |
Group 0 Control |
Group 1 Close to normal |
Group 2 Degeneration 1 |
Group 3 Degeneration 2 |
Group 4 Degeneration 3 |
Group 5 Degeneration 4–5 |
---|---|---|---|---|---|---|
Available for the training =259 | 105 | 33 | 28 | 31 | 37 | 25 |
Available + simulated = 530 | 105 | 99 | 84 | 93 | 74 | 75 |
Testing = 34 | 0 | 3 | 9 | 16 | 6 | 0 |