Table 6 Results for leg agility and toe tapping tasks (UPDRS)
From: Vision-based assessment of parkinsonism and levodopa-induced dyskinesia with pose estimation
|  | Leg agility (n = 75) | Toe tapping (n = 76) | ||||
|---|---|---|---|---|---|---|
Binary Classification | Right n0 = 43 | Left n0 = 36 | Mean | Right n0 = 39 | Left n0 = 36 | Mean |
F1 | 0.538 ± 0.012 | 0.725 ± 0.036 | 0.631 ± 0.022 | 0.755 ± 0.018 | 0.694 ± 0.027 | 0.725 ± 0.019 |
AUC | 0.699 ± 0.017 | 0.842 ± 0.028 | 0.770 ± 0.007 | 0.842 ± 0.006 | 0.704 ± 0.015 | 0.773 ± 0.010 |
Regression | Right | Left | Mean | Right | Left | Mean |
RMS | 0.648 ± 0.024 | 0.462 ± 0.023 | 0.555 ± 0.013 | 0.614 ± 0.014 | 0.615 ± 0.014 | 0.614 ± 0.009 |
r | 0.504 ± 0.049 | 0.710 ± 0.058 | 0.618 ± 0.029 | 0.383 ± 0.034 | 0.360 ± 0.032 | 0.372 ± 0.022 |