A review of the progression and future implications of brain-computer interface therapies for restoration of distal upper extremity motor function after stroke

被引:103
作者
Remsik, Alexander [1 ]
Young, Brittany [1 ]
Vermilyea, Rebecca [1 ]
Kiekhoefer, Laura [1 ]
Abrams, Jessica [1 ]
Elmore, Samantha Evander [1 ]
Schultz, Paige [1 ]
Nair, Veena [1 ]
Edwards, Dorothy [1 ]
Williams, Justin [1 ]
Prabhakaran, Vivek [1 ]
机构
[1] Univ Wisconsin, Madison Sch Med & Publ Hlth, Ringgold Standard Inst, Dept Radiol,Clin Sci Ctr, 600 Highland Ave, Madison, WI 53792 USA
关键词
Brain-computer interface; BCI therapy; UE motor recovery; MI; EEG; Hebbian-learning; sensory-motor regions; CONSTRAINT-INDUCED MOVEMENT; IMAGERY; REHABILITATION; RECOVERY; BCI; NEUROFEEDBACK; PERFORMANCE; IMPAIRMENT; STATE;
D O I
10.1080/17434440.2016.1174572
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Stroke is a leading cause of acquired disability resulting in distal upper extremity functional motor impairment. Stroke mortality rates continue to decline with advances in healthcare and medical technology. This has led to an increased demand for advanced, personalized rehabilitation. Survivors often experience some level of spontaneous recovery shortly after their stroke event, yet reach a functional plateau after which there is exiguous motor recovery. Nevertheless, studies have demonstrated the potential for recovery beyond this plateau. Non-traditional neurorehabilitation techniques, such as those incorporating the brain-computer interface (BCI), are being investigated for rehabilitation. BCIs may offer a gateway to the brain's plasticity and revolutionize how humans interact with the world. Non-invasive BCIs work by closing the proprioceptive feedback loop with real-time, multi-sensory feedback allowing for volitional modulation of brain signals to assist hand function. BCI technology potentially promotes neuroplasticity and Hebbian-based motor recovery by rewarding cortical activity associated with sensory-motor rhythms through use with a variety of self-guided and assistive modalities.
引用
收藏
页码:445 / 454
页数:10
相关论文
共 67 条
[1]   Performance variation in motor imagery brain-computer interface: A brief review [J].
Ahn, Minkyu ;
Jun, Sung Chan .
JOURNAL OF NEUROSCIENCE METHODS, 2015, 243 :103-110
[2]   Facilitating Effects of Transcranial Direct Current Stimulation on Motor Imagery Brain-Computer Interface With Robotic Feedback for Stroke Rehabilitation [J].
Ang, Kai Keng ;
Guan, Cuntai ;
Phua, Kok Soon ;
Wang, Chuanchu ;
Zhao, Ling ;
Teo, Wei Peng ;
Chen, Changwu ;
Ng, Yee Sien ;
Chew, Effie .
ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 2015, 96 (03) :S79-S87
[3]  
Ang Kai Keng, 2014, Front Neuroeng, V7, P30, DOI 10.3389/fneng.2014.00030
[4]  
Ang KK, 2009, IEEE ENG MED BIO, P5981, DOI 10.1109/IEMBS.2009.5335381
[5]   A Large Clinical Study on the Ability of Stroke Patients to Use an EEG-Based Motor Imagery Brain-Computer Interface [J].
Ang, Kai Keng ;
Guan, Cuntai ;
Chua, Karen Sui Geok ;
Ang, Beng Ti ;
Kuah, Christopher Wee Keong ;
Wang, Chuanchu ;
Phua, Kok Soon ;
Chin, Zheng Yang ;
Zhang, Haihong .
CLINICAL EEG AND NEUROSCIENCE, 2011, 42 (04) :253-258
[6]  
Ang KK, 2010, IEEE ENG MED BIO, P5549, DOI 10.1109/IEMBS.2010.5626782
[7]  
Biasiucci A, 2013, 5 INT BRAIN COMP INT, DOI [10.3217/978-3-85125-260-6-49., DOI 10.3217/978-3-85125-260-6-49]
[8]   Combination of Brain-Computer Interface Training and Goal-Directed Physical Therapy in Chronic Stroke: A Case Report [J].
Broetz, Doris ;
Braun, Christoph ;
Weber, Cornelia ;
Soekadar, Surjo R. ;
Caria, Andrea ;
Birbaumer, Niels .
NEUROREHABILITATION AND NEURAL REPAIR, 2010, 24 (07) :674-679
[9]   Think to move: a neuromagnetic brain-computer interface (BCI) system for chronic stroke [J].
Buch, Ethan ;
Weber, Cornelia ;
Cohen, Leonardo G. ;
Braun, Christoph ;
Dimyan, Michael A. ;
Ard, Tyler ;
Mellinger, Jurgen ;
Caria, Andrea ;
Soekadar, Surjo ;
Fourkas, Alissa ;
Birbaumer, Niels .
STROKE, 2008, 39 (03) :910-917
[10]   Using ipsilateral motor signals in the unaffected cerebral hemisphere as a signal platform for brain-computer interfaces in hemiplegic stroke survivors [J].
Bundy, David T. ;
Wronkiewicz, Mark ;
Sharma, Mohit ;
Moran, Daniel W. ;
Corbetta, Maurizio ;
Leuthardt, Eric C. .
JOURNAL OF NEURAL ENGINEERING, 2012, 9 (03)