Table 2.
Results of linear regression analysis between net plantarflexion moment CNN-based prediction and ground truth with different ROIs, including mean, standard error (SE), and p-value of slope and y-intercept coefficients, as well as R2 values
| Slope | y-intercept | ![]() |
||||||
|---|---|---|---|---|---|---|---|---|
| Participants | ROI | Estimate | SE |
-value |
Estimate | SE |
-value |
|
| Sub01 | 1 | 1.021 | 0.003 | <0.001 | −3.214 | 0.316 | <0.001 | 0.923 |
| 2 | 0.994 | 0.002 | <0.001 | 0.347 | 0.224 | 0.240 | 0.948 | |
| 3 | 1.022 | 0.002 | <0.001 | −0.659 | 0.147 | <0.001 | 0.965 | |
| Sub02 | 1 | 1.011 | 0.003 | <0.001 | 0.321 | 0.132 | 0.043 | 0.913 |
| 2 | 1.021 | 0.003 | <0.001 | 0.530 | 0.129 | 0.051 | 0.934 | |
| 3 | 1.016 | 0.003 | <0.001 | 0.158 | 0.159 | 0.628 | 0.947 | |
| Sub03 | 1 | 0.992 | 0.002 | <0.001 | 0.409 | 0.182 | 0.227 | 0.926 |
| 2 | 0.987 | 0.002 | <0.001 | 1.225 | 0.120 | <0.001 | 0.949 | |
| 3 | 0.993 | 0.002 | <0.001 | 1.198 | 0.139 | <0.001 | 0.957 | |
| Sub04 | 1 | 1.001 | 0.004 | <0.001 | 3.524 | 0.290 | <0.001 | 0.835 |
| 2 | 0.993 | 0.003 | <0.001 | 5.627 | 0.211 | <0.001 | 0.868 | |
| 3 | 0.988 | 0.003 | <0.001 | 3.223 | 0.284 | <0.001 | 0.896 | |
| Sub05 | 1 | 1.021 | 0.003 | <0.001 | 0.269 | 0.142 | 0.111 | 0.855 |
| 2 | 1.012 | 0.003 | <0.001 | 1.153 | 0.165 | <0.001 | 0.908 | |
| 3 | 1.036 | 0.003 | <0.001 | 1.182 | 0.175 | <0.001 | 0.921 | |
| Sub06 | 1 | 1.009 | 0.003 | <0.001 | −0.395 | 0.132 | 0.571 | 0.870 |
| 2 | 1.012 | 0.003 | <0.001 | 2.647 | 0.144 | <0.001 | 0.936 | |
| 3 | 0.998 | 0.002 | <0.001 | 2.157 | 0.171 | <0.001 | 0.943 | |
| Sub07 | 1 | 0.986 | 0.003 | <0.001 | 1.797 | 0.155 | <0.001 | 0.883 |
| 2 | 0.964 | 0.002 | <0.001 | 2.216 | 0.069 | <0.001 | 0.911 | |
| 3 | 0.993 | 0.002 | <0.001 | 2.783 | 0.076 | <0.001 | 0.931 | |
| Sub08 | 1 | 1.008 | 0.002 | <0.001 | 0.469 | 0.120 | 0.005 | 0.928 |
| 2 | 1.019 | 0.002 | <0.001 | 0.674 | 0.112 | <0.001 | 0.936 | |
| 3 | 0.993 | 0.002 | <0.001 | 0.643 | 0.176 | 0.002 | 0.942 | |


