Decoding of Human Movements Based on Deep Brain Local Field Potentials Using Ensemble Neural Networks

Table 7

Comparison of detection performances of the ensemble classifier for disease conditions and groups of patients.

Patient groups/LFP signal collection methods	Overall accuracy (%)	TPR (%)	TNR (%)
Patients with PD	88.79	88.17	92.33
Patients with Dystonia	82.03	81.55	81.81
LFPs from STNs	89.14	86.56	89.87
LFPs from GPIs	84.62	83.95	84.55