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Table 10 Patient results in online movement intention test. Accuracy of the system

From: Using a brain-machine interface to control a hybrid upper limb exoskeleton during rehabilitation of patients with neurological conditions

Volunteer

Run

TPR (%)

FPR (%)

ACC (%)

P2

1

46.2

14.3

60.0

 

2

81.8

0.0

90.0

 

3

72.7

0.0

85.0

 

4

80.0

10.0

85.0

 

Average

70.2 ± 16.5

6.1 ± 7.2

80.0 ± 13.5

P3

1

88.9

18.2

85.0

 

2

100.0

33.3

80.0

 

3

88.9

27.3

80.0

 

4

80.0

20.0

80.0

 

Average

89.5 ± 8.2

24.7 ± 7.0

81.3 ± 2.5

P4

1

70.0

30.0

70.0

 

2

66.7

36.4

65.0

 

3

66.7

36.4

65.0

 

4

100.0

9.1

95.0

 

Average

75.1 ± 16.8

24.4 ± 11.7

75.0 ± 13.5

P5

1

35.7

16.7

50.0

 

2

36.4

44.4

45.0

 

3

50.0

40.0

55.0

 

4

35.7

16.7

50.0

 

Average

39.5 ± 7.0

29.5 ± 14.9

50.0 ± 4.1

Average

68.5 ± 22.1

21.2 ± 13.3

71.6 ± 15.8