KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy

References

• Vidal JJ. Toward direct brain-computer communication. Annu Rev Biophys Bioeng 1973;2:157–180.
   PubMedGoogle Scholar
• Farwell LA, Donchin E. Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr Clin Neurophysiol 1988;70(6):510–523.
   PubMedGoogle Scholar
• Wolpaw JR, McFarland DJ, Neat GW, Forneris CA. An EEG-based brain-computer interface for cursor control. Electroencephalogr Clin Neurophysiol 1991 Mar;78(3):252–259.
   PubMedGoogle Scholar
• Pfurtscheller G, Muller GR, Pfurtscheller J, Gerner HJ, Rupp R. ‘Thought’–control of functional electrical stimulation to restore hand grasp in a patient with tetraplegia. Neurosci Lett 2003 Nov 6;351(1):33–36.
   PubMed Web of Science ®Google Scholar
• Daly JJ, Wolpaw JR. Brain–computer interfaces in neurological rehabilitation. The Lancet Neurology 2008;7(11):1032–1043.
   PubMed Web of Science ®Google Scholar
• Pfurtscheller G, Müller-Putz GR, Scherer R, Neuper C. Rehabilitation with brain-computer interface systems. Computer (Long Beach Calif) 2008 Oct;41(10):58–65.
   PubMed Web of Science ®Google Scholar
• Dobkin BH. Rehabilitation after stroke. N Engl J Med 2005 Apr 21;352(16):1677–1684.
   PubMed Web of Science ®Google Scholar
• Lynch CL, Popovic MR. Functional electrical stimulation. IEEE Control Syst Mag 2008 Apr;28(2):40–50.
   Web of Science ®Google Scholar
• Popovic MR, Kapadia N, Zivanovic V, Furlan JC, Craven BC, McGillivray C. Functional electrical stimulation therapy of voluntary grasping versus only conventional rehabilitation for patients With Subacute incomplete tetraplegia: A randomized clinical trial. Neurorehabil Neural Repair 2011;25(5):433–442.
   PubMed Web of Science ®Google Scholar
• Tabernig CB, Lopez CA, Carrere LC, Spaich EG, Ballario CH. Neurorehabilitation therapy of patients with severe stroke based on functional electrical stimulation commanded by a brain computer interface. J Rehabil Assist Technol Eng 2018 Dec;5. https://doi.org/https://doi.org/10.1177/2055668318789280.
   Google Scholar
• Osuagwu BC, Wallace L, Fraser M, Vuckovic A. Rehabilitation of hand in subacute tetraplegic patients based on brain computer interface and functional electrical stimulation: a randomised pilot study. J Neural Eng 2016;13(6):065002.
   PubMed Web of Science ®Google Scholar
• Mrachacz-Kersting N, Jiang N, Stevenson AJ, Niazi IK, Kostic V, Pavlovic A, et al. Efficient neuroplasticity induction in chronic stroke patients by an associative brain-computer interface. J Neurophysiol 2016 Mar;115(3):1410–1421.
   PubMed Web of Science ®Google Scholar
• Marquez-Chin C, Marquis A, Popovic MR. EEG-Triggered Functional electrical stimulation therapy for restoring upper Limb Function in chronic stroke with severe hemiplegia. Case Rep Neurol Med 2016: Article ID 9146213,1–11. https://doi.org/https://doi.org/10.1155/2016/9146213
   Google Scholar
• Biasiucci A, Leeb R, Iturrate I, Perdikis S, Al-Khodairy A, Corbet T, et al. Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke. Nat Commun 2018;20;9(1):2421. doi:https://doi.org/10.1038/s41467-018-04673-z
   Web of Science ®Google Scholar
• Letourneau S, Zewdie ET, Jadavji Z, Andersen J, Burkholder LM, Kirton A. Clinician awareness of brain computer interfaces: a Canadian national survey. J Neuroeng Rehabil 2020 Jan 6;17(1):2. doi:https://doi.org/10.1186/s12984-019-0624-7
   PubMed Web of Science ®Google Scholar
• Moineau B, Marquez-Chin C, Alizadeh-Meghrazi M, Popovic MR. Garments for functional electrical stimulation: design and proofs of concept. Journal of Rehabilitation and Assistive Technologies Engineering [Internet] 2019 Jan 1;6. doi:https://doi.org/10.1177/2055668319854340
   Google Scholar
• Ang KK, Guan C, Phua KS, Wang C, Zhou L, Tang KY, et al. Brain-computer interface-based robotic end effector system for wrist and hand rehabilitation: results of a three-armed randomized controlled trial for chronic stroke. Front Neuroeng [Internet] 7:30. doi:https://doi.org/10.3389/fneng.2014.00030
   Google Scholar
• Jovanovic LI, Kapadia N, Lo L, Zivanovic V, Popovic MR, Marquez-Chin C. Restoration of upper Limb Function after chronic Severe Hemiplegia: A Case Report on the feasibility of a brain-computer interface-triggered functional electrical stimulation therapy. Am J Phys Med Rehabil 2020;99(3):e35–e40.
   PubMed Web of Science ®Google Scholar
• Neuper C, Wörtz M. Pfurtscheller G. ERD/ERS patterns reflecting sensorimotor activation and deactivation. In: Neuper C, Klimesch W, (eds.) Progress in Brain Research [internet]. Elsevier; 2006. p. 211–222. (Event-Related Dynamics of Brain Oscillations; vol. 159). Available from: http://www.sciencedirect.com/science/article/pii/S0079612306590144
   Google Scholar
• Popovic MR, Keller T. Modular transcutaneous functional electrical stimulation system. Med Eng Phys 2005;27(1):81–92.
   PubMed Web of Science ®Google Scholar
• Márquez-Chin C, Popovic MR, Sanin E, Chen R, Lozano AM. Real-time two-dimensional asynchronous control of a computer cursor with a single subdural electrode. J Spinal Cord Med 2012 Sep 1;35(5):382–391.
   PubMed Web of Science ®Google Scholar
• Graimann B, Pfurtscheller G. Quantification and visualization of event-related changes in oscillatory brain activity in the time–frequency domain. In: Neuper C, Klimesch W, (eds.) Progress in Brain Research [internet]. Elsevier: x; 2006. p. 79–97. [cited 2021 Feb 5](Event-Related Dynamics of Brain Oscillations; vol. 159). Available from: https://www.sciencedirect.com/science/article/pii/S0079612306590065
   Google Scholar
• Muller-Putz GR, Scherer R, Pfurtscheller G, Rupp R. EEG-based neuroprosthesis control: A step towards clinical practice. Neurosci Lett 2005;382(1–2):169–174.
   PubMed Web of Science ®Google Scholar
• Jovanovic LI, Kapadia N, Zivanovic V, Rademeyer HJ, Alavinia M, McGillivray C, et al. Brain–computer interface-triggered functional electrical stimulation therapy for rehabilitation of reaching and grasping after spinal cord injury: a feasibility study. Spinal Cord Series and Cases 2021;7(1):1–11.
   PubMedGoogle Scholar
• Popovic MR, Curt A, Keller T, Dietz V. Functional electrical stimulation for grasping and walking: indications and limitations. Spinal Cord 2001 Aug;39(8):403–412.
   PubMed Web of Science ®Google Scholar
• Thrasher TA, Zivanovic V, McIlroy W, Popovic MR. Rehabilitation of reaching and grasping function in severe hemiplegic patients using functional electrical stimulation therapy. Neurorehabil Neural Repair 2008 Nov 1;22(6):706–714.
   PubMed Web of Science ®Google Scholar
• Marquez-Chin C, Popovic MR. Functional electrical stimulation therapy for restoration of motor function after spinal cord injury and stroke: a review. Biomed Eng Online 2020 May 24;19(1):34.
   PubMed Web of Science ®Google Scholar
• Marquez-Chin C, Atwell K, Popovic MR. Prediction of specific hand movements using electroencephalographic signals. J Spinal Cord Med 2017 Nov 2;40(6):696–705.
   PubMed Web of Science ®Google Scholar
• Ofner P, Schwarz A, Pereira J, Wyss D, Wildburger R, Müller-Putz GR. Attempted Arm and hand movements can be decoded from Low-frequency EEG from persons with Spinal Cord injury. Sci Rep 2019 May 9;9(1):7134.
   PubMed Web of Science ®Google Scholar
• Mohseni M, Shalchyan V, Jochumsen M, Niazi IK. Upper limb complex movements decoding from pre-movement EEG signals using wavelet common spatial patterns. Comput Methods Programs Biomed 2020 Jan 1;183:105076.
   PubMed Web of Science ®Google Scholar
• Kübler A, Birbaumer N. Brain–computer interfaces and communication in paralysis: extinction of goal directed thinking in completely paralysed patients? Clin Neurophysiol 2008 Nov 1;119(11):2658–2666.
   PubMed Web of Science ®Google Scholar
• Mrachacz-Kersting N, Kristensen SR, Niazi IK, Farina D. Precise temporal association between cortical potentials evoked by motor imagination and afference induces cortical plasticity. J Physiol 2012;590(7):1669–1682.
   PubMed Web of Science ®Google Scholar
• Milosevic M, Marquez-Chin C, Masani K, Hirata M, Nomura T, Popovic MR, et al. Why brain-controlled neuroprosthetics matter: mechanisms underlying electrical stimulation of muscles and nerves in rehabilitation. Biomed Eng Online 2020;19(1) :81.
   PubMed Web of Science ®Google Scholar