Challenges of brain-computer interface facilitated cognitive assessment for children with cerebral palsy

被引:8
作者
Huggins, Jane E. E. [1 ,2 ]
Karlsson, Petra [3 ]
Warschausky, Seth A. A. [4 ]
机构
[1] Univ Michigan, Dept Phys Med & Rehabil, Neurosci Grad Program, Direct Brain Interface Lab, Ann Arbor, MI 48103 USA
[2] Univ Michigan, Dept Biomed Engn, Neurosci Grad Program, Direct Brain Interface Lab, Ann Arbor, MI 48103 USA
[3] Univ Sydney, Fac Med & Hlth, Theme Technol, Cerebral Palsy Alliance, Sydney, NSW, Australia
[4] Univ Michigan, Dept Phys Med & Rehabil, Adapt Cognit Assessment Lab, Ann Arbor, MI USA
基金
美国国家卫生研究院;
关键词
assistive technology; neuropsychology; disability; event-related potential; pediatric; choice-making; attention; P300; CLASSIFICATION-SYSTEM; IMPAIRMENTS; TECHNOLOGY;
D O I
10.3389/fnhum.2022.977042
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Brain-computer interfaces (BCIs) have been successfully used by adults, but little information is available on BCI use by children, especially children with severe multiple impairments who may need technology to facilitate communication. Here we discuss the challenges of using non-invasive BCI with children, especially children who do not have another established method of communication with unfamiliar partners. Strategies to manage these challenges require consideration of multiple factors related to accessibility, cognition, and participation. These factors include decisions regarding where (home, clinic, or lab) participation will take place, the number of sessions involved, and the degree of participation necessary for success. A strategic approach to addressing the unique challenges inherent in BCI use by children with disabilities will increase the potential for successful BCI calibration and adoption of BCI as a valuable access method for children with the most significant impairments in movement and communication.
引用
收藏
页数:8
相关论文
共 42 条
[1]  
Acpr Group, 2013, REP AUSTR CER PALS R
[2]   Asynchronous brain-computer interface for cognitive assessment in people with cerebral palsy [J].
Alcaide-Aguirre, R. E. ;
Warschausky, S. A. ;
Brown, D. ;
Aref, A. ;
Huggins, J. E. .
JOURNAL OF NEURAL ENGINEERING, 2017, 14 (06)
[3]  
American Educational Research Association American Psychological Association and National Council on Measurement in Education, 1999, STAND ED PSYCH TEST, P194
[4]  
Aref A.W., 2018, IMPROVING BRAIN COMP
[5]   Brain-Computer interfaces for communication: preferences of individuals with locked-in syndrome, caregivers and researchers [J].
Branco, Mariana P. ;
Pels, Elmar G. M. ;
Nijboer, Femke ;
Ramsey, Nick F. ;
Vansteensel, Mariska J. .
DISABILITY AND REHABILITATION-ASSISTIVE TECHNOLOGY, 2023, 18 (06) :963-973
[6]   Non-invasive brain-computer interface system: Towards its application as assistive technology [J].
Cincotti, Febo ;
Mattia, Donatella ;
Aloise, Fabio ;
Bufalari, Simona ;
Schalk, Gerwin ;
Oriolo, Giuseppe ;
Cherubini, Andrea ;
Marciani, Maria Grazia ;
Babiloni, Fabio .
BRAIN RESEARCH BULLETIN, 2008, 75 (06) :796-803
[7]   Channel selection methods for the P300 Speller [J].
Colwell, K. A. ;
Ryan, D. B. ;
Throckmorton, C. S. ;
Sellers, E. W. ;
Collins, L. M. .
JOURNAL OF NEUROSCIENCE METHODS, 2014, 232 :6-15
[8]   On the control of brain-computer interfaces by users with cerebral palsy [J].
Daly, Ian ;
Billinger, Martin ;
Laparra-Hernandez, Jose ;
Aloise, Fabio ;
Lloria Garcia, Mariano ;
Faller, Josef ;
Scherer, Reinhold ;
Mueller-Putz, Gernot .
CLINICAL NEUROPHYSIOLOGY, 2013, 124 (09) :1787-1797
[9]  
Dunn L. M., 2007, PEABODY PICTURE VOCA
[10]   The Manual Ability Classification System (MACS) for children with cerebral palsy:: scale development and evidence of validity and reliability [J].
Eliasson, Ann-Christin ;
Krumlinde-Sundholm, Lena ;
Rosblad, Birgit ;
Beckung, Eva ;
Arner, Marianne ;
Ohrvall, Ann-Marie ;
Rosenbaum, Peter .
DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY, 2006, 48 (07) :549-554