Table 2 Model performance in predicting the total UPDRS part III score based on neurologist-rated UPDRS scores
From: Gait video-based prediction of unified Parkinson’s disease rating scale score: a retrospective study
Neurologist-rated UPDRS score | Number of videos | Mean neurologist-rated score ± SD | Mean model-predicted score ± SD | Mean absolute error ± SD |
|---|---|---|---|---|
0–10 | 10 | 5.8 ± 3.2 | 13.4 ± 4.2 | 7.8 ± 5.4 |
11–20 | 29 | 16.0 ± 2.9 | 18.0 ± 4.7 | 4.2 ± 3.3 |
21–30 | 13 | 26.0 ± 2.9 | 27.0 ± 7.0 | 5.6 ± 4.4 |
31–40 | 11 | 35.5 ± 3.4 | 30.5 ± 8.6 | 8.5 ± 4.5 |
41–108 | 10 | 47.7 ± 9.1 | 33.7 ± 7.7 | 14.0 ± 4.6 |