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Upper limb use measures that were compared.
| Measure | Proposed by | |
|---|---|---|
| 1 | Thresholded Activity Counting | |
| Vector Magnitude (VM) | Bailey et al., (2014) | |
| Activity Counts (AC) | De Lucena et al. (2017) | |
| 2 | Gross Movement (GM) | Leuenberger et al. (2017) |
| 3 | Hybrid GM and TAC (GMAC) | This study |
| 4 | Machine Learning | |
| Random Forests (RF) | Lum et al. (2020) | |
| Support Vector Machine (SVM) | Lum et al. (2020) | |
| Multi-Layer Perceptron (MLP) | This study |
