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Table 2 Characteristics of included studies

From: Effect of brain-computer interface training based on non-invasive electroencephalography using motor imagery on functional recovery after stroke - a systematic review and meta-analysis

Authors

N BCI / Control

Age

Time after stroke

BCI intervention

Control Group

Outcome

Training

duration

Training

intensity

Baseline Fugl-Meyer UE (mean)

Ang, 2010 [16]

11/14

51.8

chronic

BCI-Manus robot

Manus robot

FM-UE

4 weeks

3 per week

14.9

Ang, 2014 [18]

6/8/7

54.2

chronic

BCI-Haptic knob

Haptic knob, standard arm therapy

FM-UE

4 weeks

3 per week

27.0

Ang, 2015 [14]

11/15

51.4

chronic

BCI-Manus robot

Manus robot

FM-UE, Brain symmetry index

4 weeks

3 per week

26.4

Biasuicci, 2018 [19]

14/13

58.0

subacute

BCI-FES

FES

FM-UE, Functional connectivity change

6 weeks

2 per week

21.6/19.9

Chung, 2015 [20]

5/5

43.6/50.2

chronic

BCI-FES

FES

Attention index Fp1 und Fp2 Activation index

5 days

 

–

Chung, 2015 [21]

5/5

43.6/50.2

chronic

BCI-FES

FES

TUG, BBS, cadence, affected sidestep lengths, affected side stride lengths

5 days

 

–

Curado, 2015 [22]

16/14

48.1

subacute

BCI-robotic orthosis

Sham

mFM-UE, EMG

 

5 per week

13.1/15.0

Frolov, 2017 [23]

55/19

58.0/58.0

subgroups: chronic and subacute

BCI-hand exoskeleton

Sham

FM-UE, ARAT, MAS

3 weeks

5 per week

19.5

Jang, 2015

10/10

61.1/61.7

subacute

BCI-FES

FES

MFT, shoulder subluxation x-ray classification, VAS

6 weeks

5 per week

–

Kim, 2016 [3]

15/15

59.5

chronic

BCI

Conventional therapy

FM-UE, MAL, mod. Barthel Index, RoM wrist flexion

4 weeks

5 per week

26.8/21.9

Mrachacz-K., 2015 [25]

13/9

46.3/50.2

chronic

BCI-EEG during foot dorsiflexion

Non assistive BCI-EEG

FM-LE, 10MWT, foot tapping frequency, corticospinal tract integrity, mRS

3 days

 

–

Pichiorri, 2015 [26]

14/14

64.1/59.6

subacute

BCI-virtual hand feedback

MI

mFM-UE, MRC, NIHSS, effectiveness factor FM, Laterality index in motor and premotor cortices

4 weeks

3 per week

23.4/24.2

Ramos-Murguialday, 2013 [27]

16/16

49.3/50.3

chronic

BCI-arm orthosis

Sham

mFM-UE, GAS, MAL, fMRI laterality index

8 weeks

2–3 per week

11.2/13.3

Varkuti, 2013 [28]

6/3

40.9/50.7

subacute 4

chronic 5

BCI-Manus robot

Manus robot

FM-UE, Functional connectivity change from RS-fMRI

4 weeks

3 per week

35.0/47.0

  1. Note: Patients’ statistics (mean age and Baseline Fugl-Meyer Assessment) are published differently for the BCI-group and control groups or for the whole participant population
  2. Legend: ARAT Action Research Arm Test, BBS Berg Balance Scale, FES Functional electrical stimulation, FM-LE Fugl-Meyer Assessment for the lower extremity (34 points), FM-UE Fugl-Meyer Assessment for the upper extremity (66 points), 10MWT 10 m walking test, fMRI Functional magnetic resonance imaging, Fp1, Fp2 Attention Index and Activation Index frontopolar 1 and 2, GAS Goal Attainment Scale, MAL Motor Activity Log, MAS Modified Ashworth Scale, mFM-UE Modified Fugl-Meyer Assessment without reflexes (54 points), MFT Manual Function Test, MI Motor imagery, MRC Medical Research Council scale for muscle strengths, mRS Modified Rankin Scale, NIHSS National Institute Health Stroke Scale, RoM Range of motion, TUG Timed up and go Test, VAS Visual Analogue Scale