Applications of brain-computer interfaces in neurodegenerative diseases

被引:6
|
作者
Tayebi, Hossein [1 ,2 ]
Azadnajafabad, Sina [1 ,3 ]
Maroufi, Seyed Farzad [1 ,4 ]
Pour-Rashidi, Ahmad [1 ,5 ]
Khorasanizadeh, MirHojjat [6 ]
Faramarzi, Sina [7 ]
Slavin, Konstantin V. [8 ]
机构
[1] Universal Sci Educ & Res Network USERN, Neurosurg Res Network NRN, Tehran, Iran
[2] Shahid Beheshti Univ Med Sci, Sch Med, Tehran, Iran
[3] Univ Tehran Med Sci, Dept Surg, Tehran, Iran
[4] Univ Tehran Med Sci, Sch Med, Tehran, Iran
[5] Univ Tehran Med Sci, Sina Hosp, Dept Neurosurg, Tehran, Iran
[6] Icahn Sch Med, Mt Sinai Hosp, Dept Neurosurg, New York, NY USA
[7] Univ Calif Irvine, Irvine, CA USA
[8] Univ Illinois, Dept Neurosurg, Chicago, IL 60612 USA
关键词
Neurodegenerative diseases; Brain-computer interfaces; Neurological rehabilitation; Amyotrophic lateral sclerosis; Alzheimer's disease; RESONANCE-IMAGING NEUROFEEDBACK; PARKINSONS-DISEASE; STIMULATION; REHABILITATION; COMMUNICATION; EPIDEMIOLOGY; DEMENTIA; PEOPLE;
D O I
10.1007/s10143-023-02038-9
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Brain-computer interfaces (BCIs) provide the central nervous system with channels of direct communication to the outside world, without having to go through the peripheral nervous system. Neurodegenerative diseases (NDs) are notoriously incurable and burdensome medical conditions that will result in progressive deterioration of the nervous system. The applications of BCIs in NDs have been studied for decades now through different approaches, resulting in a considerable amount of literature in all related areas. In this study, we begin by introducing BCIs and proceed by explaining the principles of BCI-based neurorehabilitation. Then, we go through four specific types of NDs, including amyotrophic lateral sclerosis, Parkinson's disease, Alzheimer's disease, and spinal muscular atrophy, and review some of the applications of BCIs in the neural rehabilitation of these diseases. We conclude with a discussion of the characteristics, challenges, and future possibilities of research in the field. Going through the uses of BCIs in NDs, we can see that approaches and strategies employed to tackle the wide range of limitations caused by NDs are numerous and diverse. Furthermore, NDs can fall under different categories based on the target area of neurodegeneration and thus require different methods of BCI-based rehabilitation. In recent years, neurotechnology companies have substantially invested in research on BCIs, focusing on commercializing BCIs and bringing BCI-based technologies from bench to bedside. This can mean the beginning of a new era for BCI-based neurorehabilitation, with an anticipated spike in interest among researchers, practitioners, engineers, and entrepreneurs alike.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] EEG-based Brain-Computer Interfaces: An Overview of Basic Concepts and Clinical Applications in Neurorehabilitation
    Machado, Sergio
    Araujo, Fernanda
    Paes, Flavia
    Velasques, Bruna
    Cunha, Mario
    Budde, Henning
    Basile, Luis F.
    Anghinah, Renato
    Arias-Carrion, Oscar
    Cagy, Mauricio
    Piedade, Roberto
    de Graaf, Tom A.
    Sack, Alexander T.
    Ribeiro, Pedro
    REVIEWS IN THE NEUROSCIENCES, 2010, 21 (06) : 451 - 468
  • [42] Brain-computer Interfaces for Daily-life Applications: a Five-year Experience Report
    Angrisani, Leopoldo
    Arpaia, Pasquale
    De Benedetto, Egidio
    Esposito, Antonio
    Moccaldi, Nicola
    Parvis, Marco
    2021 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC 2021), 2021,
  • [43] Personalized Brain-Computer Interface and Its Applications
    Ma, Yixin
    Gong, Anmin
    Nan, Wenya
    Ding, Peng
    Wang, Fan
    Fu, Yunfa
    JOURNAL OF PERSONALIZED MEDICINE, 2023, 13 (01):
  • [44] A conceptual space for EEG-based brain-computer interfaces
    Kosmyna, Nataliya
    Lecuyer, Anatole
    PLOS ONE, 2019, 14 (01):
  • [45] Brain-computer interfaces: the innovative key to unlocking neurological conditions
    Zhang, Hongyu
    Jiao, Le
    Yang, Songxiang
    Li, Haopeng
    Jiang, Xinzhan
    Feng, Jing
    Zou, Shuhuai
    Xu, Qiang
    Gu, Jianheng
    Wang, Xuefeng
    Wei, Baojian
    INTERNATIONAL JOURNAL OF SURGERY, 2024, 110 (09) : 5745 - 5762
  • [46] Brain-computer interfaces for human gait restoration
    Nenadic, Zoran
    CONTROL THEORY AND TECHNOLOGY, 2021, 19 (04) : 516 - 528
  • [47] Brain-computer interfaces: Signals, methods, and goals
    Wolpaw, JR
    1ST INTERNATIONAL IEEE EMBS CONFERENCE ON NEURAL ENGINEERING 2003, CONFERENCE PROCEEDINGS, 2003, : 584 - 585
  • [48] A perspective on electroencephalography sensors for brain-computer interfaces
    Iacopi, Francesca
    Lin, Chin-Teng
    PROGRESS IN BIOMEDICAL ENGINEERING, 2022, 4 (04):
  • [49] An Analysis of the Impact of Brain-Computer Interfaces on Autonomy
    Orsolya Friedrich
    Eric Racine
    Steffen Steinert
    Johannes Pömsl
    Ralf J. Jox
    Neuroethics, 2021, 14 : 17 - 29
  • [50] Ethical considerations in the use of brain-computer interfaces
    Mikolajewska, Emilia
    Mikolajewski, Dariusz
    CENTRAL EUROPEAN JOURNAL OF MEDICINE, 2013, 8 (06): : 720 - 724