Fig. 3: Estimation of movement quality (FAS) and motor impairment (FMA) clinical scores. | npj Digital Medicine

Fig. 3: Estimation of movement quality (FAS) and motor impairment (FMA) clinical scores.

From: Enabling precision rehabilitation interventions using wearable sensors and machine learning to track motor recovery

Fig. 3

a Results obtained using a technique previously developed by our research team. b Results obtained using the proposed technique (i.e., balanced RF with FAS estimates as an additional input). Blue and red circles represent data collected from TBI and stroke survivors. The green line is the linear regression of the estimates; the magenta dashed lines are the confidence intervals around the estimation. FAS Functional Ability Scale, FMA Fugl-Meyer assessment, RF random forest, TBI traumatic brain injury.

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