Table 1.
Agreement statistics for discrete data between manual analysis and OpenPose methods.
| Bias | Random error | LOA | RMSE | ICC (3,1) | |
|---|---|---|---|---|---|
| ROM TOL hip (°) | 15.52 | 16.26 | −0.74–31.78 | 17.43 | 0.21 |
| ROM SWL hip (°) | 20.89 | 29.97 | −9.08–50.87 | 25.51 | −0.05 |
| ROM TOL knee (°) | 15.66 | 31.41 | −15.75–47.07 | 21.92 | 0.40 |
| ROM SWL knee (°) | 0.02 | 32.29 | −32.28–32.31 | 15.78 | 0.78 |
| ROM TOL ankle (°) | −15.22 | 75.51 | −90.73–60.29 | 39.90 | −0.31 |
| ROM SWL ankle (°) | 9.24 | 64.76 | −55.52–74.00 | 32.96 | 0.01 |
| Min TOL hip (°) | 2.59 | 10.10 | −7.51–12.68 | 5.57 | −0.13 |
| Min SWL hip (°) | −0.23 | 10.10 | −10.32–9.87 | 4.94 | 0.27 |
| Min TOL knee (°) | −1.09 | 14.90 | −15.99–13.81 | 7.36 | −0.32 |
| Min SWL knee (°) | 12.41 | 13.29 | −0.88–25.69 | 14.00 | 0.14 |
| Min TOL ankle (°) | −0.93 | 35.45 | −36.38–34.51 | 17.34 | −0.01 |
| Min SWL ankle (°) | 1.09 | 17.24 | −16.15–18.32 | 8.49 | 0.54 |
| Max TOL hip (°) | −0.35 | 14.91 | −15.26–14.55 | 7.29 | 0.67 |
| Max SWL hip (°) | 3.86 | 26.20 | −22.34–30.07 | 13.37 | −0.15 |
| Max TOL knee (°) | 1.87 | 12.25 | −10.38–14.12 | 6.27 | 0.85 |
| Max SWL knee (°) | 10.55 | 21.96 | −11.41–32.50 | 15.04 | 0.66 |
| Max TOL ankle (°) | −28.60 | 55.52 | −84.12–26.91 | 39.42 | 0.06 |
| Max SWL ankle (°) | 10.93 | 65.92 | −54.99–76.85 | 34.00 | −0.15 |
| Take-off COM angle (°) | −12.44 | 22.20 | −34.63–9.76 | 16.50 | 0.00 |
| Take-off COM height (m) | 0.02 | 0.23 | −0.22–0.25 | 0.11 | 0.19 |
| Take-off COM velocity (m/s) | −4.74 | 2.83 | −7.57–−1.91 | 4.94 | 0.00 |
LOA, limits of agreement; RMSE, root mean square error; ICC, intraclass correlation coefficient; ROM, range of motion; TOL, take-off leg; SWL, swing leg; COM, centre of mass.