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The estimated tremor subscores versus the values estimated from the UPDRS-III assessment. (A) The total tremor subscores using the LSTM method; (B) The total tremor subscores using the gradient tree boosting method; The estimations using the gradient tree boosting for (C) total resting tremor; (D) hand resting tremor; (E) foot resting tremor; and (F) action tremor. The blue dashed line indicates the fitted line to the data.
