Effects of neurofeedback training with an electroencephalogram-based brain-computer interface for hand paralysis in patients with chronic stroke: A preliminary case series study

Journal of Rehabilitation Medicine

Volumn 43, Issue 10, 2011, Pages 951-957

  Shindo, Keiichiro ^a   Kawashima, Kimiko ^a   Ushiba, Junichi ^a   Ota, Naoki ^a   Ito, Mari ^b   Ota, Tetsuo ^a   Kimura, Akio ^a   Liu, Meigen ^c  

^a KEIO UNIVERSITY   (Japan)

^b Tokyo Metropolitan Rehabilitation Hospital   (Japan)

^c KEIO UNIVERSITY SCHOOL OF MEDICINE   (Japan)

Author keywords

Imagery; Neuroplasticity; Rehabilitation; Upper extremity

Indexed keywords

AGED; ARTICLE; COMPUTER INTERFACE; CONVALESCENCE; FEMALE; HAND; HUMAN; MALE; METHODOLOGY; MIDDLE AGED; NEUROFEEDBACK; PARALYSIS; PATHOPHYSIOLOGY; PSYCHOLOGICAL ASPECT; PSYCHOTHERAPY; STROKE; TRANSCRANIAL MAGNETIC STIMULATION; TREATMENT OUTCOME;

AGED; FEMALE; HAND; HUMANS; IMAGERY (PSYCHOTHERAPY); MALE; MIDDLE AGED; NEUROFEEDBACK; PARALYSIS; RECOVERY OF FUNCTION; STROKE; TRANSCRANIAL MAGNETIC STIMULATION; TREATMENT OUTCOME; USER-COMPUTER INTERFACE;

EID: 80155144298     PISSN: 16501977     EISSN: None     Source Type: Journal    
DOI: 10.2340/16501977-0859     Document Type: Article

References (29)

1. Oujamaa L, Relave I, Froger J, Mottet D, Pelissier JY. Rehabilitation of arm function after stroke. Literature review. Ann Phys Rehabil Med 2009; 52: 269-293.
2. Buch E, Weber C, Cohen LG, Braun C, Dimyan MA, Ard T, et al. Think to move: a neuromagnetic brain-computer interface (BCI) system for chronic stroke. Stroke 2008; 39: 910-917. (Pubitemid 351619582)
3. Pfurtscheller G, Muller-Putz GR, Scherer R, Neuper C. Rehabilitation with brain-computer interface systems. Computer 2008; 41: 58-65.
4. Daly JJ, Wolpaw JR. Brain-computer interfaces in neurological rehabilitation. Lancet Neurol 2008; 7: 1032-1043.
5. Subramanian SK, Massie CL, Malcolm MP, Levin MF. Does provision of extrinsic feedback result in improved motor learning in the upper limb poststroke? A systematic review of the evidence. Neurorehabil Neural Repair 2010; 24: 113-124.
6. Broetz D, Braun C, Weber C, Soekadar SR, Caria A, Birbaumer N. Combination of brain-computer interface training and goaldirected physical therapy in chronic stroke: a case report. Neurorehabil Neural Repair 2010; 24: 674-679.
7. Ang KK, Guan C, Chua KS, Ang BT, Kuah C, Wang C, et al. A clinical study of motor imagery-based brain-computer interface for upper limb robotic rehabilitation. Conf Proc IEEE Eng Med Biol Soc 2009; 2009: 5981-5984.
8. Daly JJ, Cheng R, Rogers J, Litinas K, Hrovat K, Dohring M. Feasibility of a new application of noninvasive brain computer interface (BCI): a case study of training for recovery of volitional motor control after stroke. J Neurol Phys Ther 2009; 33: 203-211.
9. Chino N, Sonoda S, Domen K, Saitoh E, Kimura A. Stroke Impairment Assessment Set (SIAS). In: Chino N, Melvin JL, editors. Functional evaluation of stroke patients. Tokyo: Springer-Verlag; 1995, p. 19-31.
10. Folstein MF, Folstein SE, McHugh PR. "Mini-Mental State": a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 1975; 12: 189-198.
11. Guger C, Edlinger G, Harkam W, Niedermayer I, Pfurtscheller G. How many people are able to operate an EEG-based braincomputer interface (BCI)? IEEE Trans Neural Syst Rehabil Eng 2003; 11: 145-147. (Pubitemid 36935043)
12. Ritter P, Moosmann M, Villringer A. Rolandic alpha and beta EEG rhythms' strengths are inversely related to fMRI-BOLD signal in primary somatosensory and motor cortex. Hum Brain Mapp 2009; 30: 1168-1187.
13. Hung CI, Lee PL, Wu YT, Chen LF, Yeh TC, Hsieh JC. Recognition of motor imagery electroencephalography using independent component analysis and machine classifiers. Ann Biomed Eng 2005; 33: 1053-1070.
14. Tsuji T, Liu M, Sonoda S, Domen K, Chino N. The stroke impairment assessment set: its internal consistency and predictive validity. Arch Phys Med Rehabil 2000; 81: 863-868. (Pubitemid 30460798)
15. Liu M, Chino N, Tuji T, Masakado Y, Hase K, Kimura A. Psychometric properties of the Stroke Impairment Assessment Set (SIAS). Neurorehabil Neural Repair 2002; 16: 339-351. (Pubitemid 35375609)
16. Uswatte G, Taub E, Morris D, Vignolo M, McCulloch K. Reliability and validity of the upper-extremity Motor Activity Log-14 for measuring real-world arm use. Stroke 2005; 36: 2493-2496. (Pubitemid 41566986)
17. Van der Lee JH, Beckerman H, Knol DL, de Vet HC, Bouter LM. Clinimetric properties of the motor activity log for the assessment of arm use in hemiparetic patients. Stroke 2004; 35: 1410-1414. (Pubitemid 38697467)
18. Bohannon RW, Smith MB. Interrater reliability of a modified Ashworth scale of muscle spasticity. Phys Ther 1987; 67: 206-207. (Pubitemid 17026064)
19. Meilink A, Hemmen B, Seelen HA, Kwakkel G. Impact of EMG-triggered neuromuscular stimulation of the wrist and finger extensors of the paretic hand after stroke: a systematic review of the literature. Clin Rehabil 2008; 22: 291-305. (Pubitemid 351676273)
20. Mulder T. Motor imagery and action observation: cognitive tools for rehabilitation. J Neural Transm 2007; 114: 1265-1278. (Pubitemid 47498117)
21. Zimmermann-Schlatter A, Schuster C, Puhan MA, Siekierka E, Steurer J. Efficacy of motor imagery in post-stroke rehabilitation: a systematic review. J Neuroeng Rehabil 2008; 14; 5: 8.
22. Cicinelli P, Marconi B, Zaccagnini M, Pasqualetti P, Filippi MM, Rossini PM. Imagery-induced cortical excitability changes in stroke: a transcranial magnetic stimulation study. Cereb Cortex 2006; 16: 247-253. (Pubitemid 43100069)
23. Caramia MD, Palmieri MG, Giacomini P, Iani C, Dally L, Silvestrini M. Ipsilateral activation of the unaffected motor cortex in patients with hemiparetic stroke. Clin Neurophysiol 2000; 111: 1990-1996.
24. Woldag H, Lukhaup S, Renner C, Hummelsheim H. Enhanced motor cortex excitability during ipsilateral voluntary hand activation in healthy subjects and stroke patients. Stroke 2004; 35: 2556-2559. (Pubitemid 39458416)
25. Marshall RS, Perera GM, Lazar RM, Krakauer JW, Constantine RC, DeLaPaz RL. Evolution of cortical activation during recovery from corticospinal tract infarction. Stroke 2000; 31: 656-661. (Pubitemid 30131651)
26. Lindberg P, Schmitz C, Forssberg H, Engardt M, Borg J. Effects of passive-active movement training on upper limb motor function and cortical activation in chronic patients with stroke: a pilot study. J Rehabil Med 2004; 36: 117-123. (Pubitemid 38659950)
27. Page SJ, Levine P, Leonard AC. Effects of mental practice on affected limb use and function in chronic stroke. Arch Phys Med Rehabil 2005; 86: 399-402. (Pubitemid 40326616)
28. Taub E, Uswatte G, Mark VW, Morris DM. The learned nonuse phenomenon: implications for rehabilitation. Eura Medicophys 2006; 42: 241-256.
29. Sharma N, Baron JC, Rowe JB. Motor imagery after stroke: relating outcome to motor network connectivity. Ann Neurol 2009; 66: 604-616.