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Receiver operating characteristic (ROC) curves for dependence in ambulation obtained: (a) using only the 3D-CNN and (b) when combined with measurement swing time asymmetry. The green line indicates independent ambulation following stroke and the pink line indicates dependent ambulation following stroke. AUC, the area under the curve.
