Fig. 3: Relationship of the averaged frequency and peak for each clip of finger taps for left and right hands in our dataset.

Each time-series dataset was subjected to averaging, presenting an overall depiction of the motor movement status for each recording. The correlation between the averaged frequency and peak was exhibited, showcasing an escalating severity alongside a decline in both frequency and peak. Moreover, the negative correlation coefficient signifies the importance of simultaneously assessing patients’ movement speed and amplitude.