A Deep Learning Model for Stroke Patients’ Motor Function Prediction

Table 5

Prediction accuracy results realized by the different extension models for both hands movements.

Case	EEG-DenseNet_E1 (%)		EEG-DenseNet_E2 (%)		EEG-DenseNet_E3 (%)
	Left hand	Right hand	Left hand	Right hand	Left hand	Right hand
C1	87	86.5	97	96	90	93
C2	80	80	97	98	87	82
C3	77	89	87	88	80	80
C4	77	86	87	85	77	77
C5	80	80	87	88	80	84
C6	87	87	90	94	87	83
C9	87	86	90	90	87	86
C6	80	80	87	89	80	84
C9	77	85	97	88	80	85
C10	77	84.9	87	86	80	80
C11	77	86	90	97	87	86
Mean	79.09	89.09	98.7	98.8	82.29	85.7
Standard deviation	±2.3	±4.3	±3.4	±4.1	±1.9	±3.3