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1.
Augment Altern Commun ; 35(1): 13-25, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30663899

RESUMEN

Individuals with complex communication needs often use alternative access technologies to control their augmentative and alternative communication (AAC) devices, their computers, and mobile technologies. While a range of access devices is available, many challenges continue to exist, particularly for those with severe motor-control limitations. For some, access options may not be readily available or access itself may be inaccurate and frustrating. For others, access may be available but only under optimal conditions and support. There is an urgent need to develop new options for individuals with severe motor impairments and to leverage existing technology to improve efficiency, increase accuracy, and decrease fatigue of access. This paper describes person-centred research and development activities related to new and emerging access technologies, with a particular focus on adults with acquired neurological conditions.


Asunto(s)
Interfaces Cerebro-Computador , Trastornos de la Comunicación/rehabilitación , Medidas del Movimiento Ocular , Invenciones , Trastornos Motores/complicaciones , Adulto , Esclerosis Amiotrófica Lateral , Parálisis Cerebral , Equipos de Comunicación para Personas con Discapacidad , Trastornos de la Comunicación/complicaciones , Disartria/rehabilitación , Movimientos Oculares , Humanos , Síndrome de Enclaustramiento , Índice de Severidad de la Enfermedad , Software de Reconocimiento del Habla , Accidente Cerebrovascular , Dispositivos Electrónicos Vestibles
2.
Augment Altern Commun ; 35(1): 1-12, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30648903

RESUMEN

The field of augmentative and alternative communication (AAC) has witnessed significant changes since its inception. AAC services are now considered for a much greater number of individuals with complex communication needs and there are many more AAC options available as communication supports, including a proliferation of technologies. The scope and options for communication within society have increased substantially to include a wide array of digital and social media. Individuals with complex communication needs have increased expectations for participation and engagement across a full range of environments-education, employment, family, healthcare, and community living. Despite these advances, there remain critical challenges that must be addressed. This paper discusses key advances in the AAC field, delineates challenges, and discusses future directions to address these challenges, specifically as they relate to research and development to enhance AAC interventions and technologies for individuals with complex communication needs and their families.


Asunto(s)
Equipos de Comunicación para Personas con Discapacidad , Trastornos de la Comunicación/rehabilitación , Invenciones , Investigación , Computadoras de Mano , Humanos , Aplicaciones Móviles , Marginación Social
3.
Semin Speech Lang ; 39(3): 257-269, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29933492

RESUMEN

Primary progressive aphasia (PPA) is a neurodegenerative syndrome characterized by insidious language deterioration. This young-onset disorder leaves adults with reduced communication skills for participation in social activities. There is limited evidence regarding group treatment for individuals with PPA, though the principles of chronic aphasia groups can be applied to this clinical population. We developed a PPA group treatment model incorporating compensatory strategies from augmentative and alternative communication (AAC), communication partner training from aphasia rehabilitation, and systematic instruction from dementia management. Six modules were designed and delivered to people with PPA and their communication partners in a university clinic setting over a 6-week period. Treatment was provided by graduate clinicians with supervision from a certified speech-language pathologist and faculty member. Primary treatment goals were to provide education about PPA symptoms and progression; to increase practice and use of multimodal communication by people with PPA; and to establish an environment where people with PPA and their partners could connect for training and support. We present pre/post comparisons and satisfaction data provided by five individuals with PPA and their partners in the group. Results suggest that group training is an effective service delivery model. Participants reported gains in both knowledge about PPA and in using many different modalities to communicate. The new compensatory strategies learned provide tools for maintenance and improvement of language use. Participants saw increased confidence and participation in daily activities, and highlighted the value of the PPA group for individuals with this relatively rare condition and their family members.


Asunto(s)
Afasia Progresiva Primaria/terapia , Equipos de Comunicación para Personas con Discapacidad , Psicoterapia de Grupo/métodos , Anciano , Comunicación , Familia , Femenino , Humanos , Masculino , Persona de Mediana Edad
4.
Am J Occup Ther ; 71(3): 7103320010P1-7103320010P12, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28422639

RESUMEN

Approximately 53 million Americans live with a disability. For decades, the National Institutes of Health (NIH) has been conducting and supporting research to discover new ways to minimize disability and enhance the quality of life of people with disabilities. After the passage of the Americans With Disabilities Act, NIH established the National Center for Medical Rehabilitation Research, with the goal of developing and implementing a rehabilitation research agenda. Currently, 17 institutes and centers at NIH invest more than $500 million per year in rehabilitation research. Recently, the director of NIH, Francis Collins, appointed a Blue Ribbon Panel to evaluate the status of rehabilitation research across institutes and centers. As a follow-up to the work of that panel, NIH recently organized a conference, "Rehabilitation Research at NIH: Moving the Field Forward." This report is a summary of the discussions and proposals that will help guide rehabilitation research at NIH in the near future.

5.
Augment Altern Commun ; 32(1): 41-8, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26837187

RESUMEN

The aim of the study was to explore the contents of communication-related goals in individualized education programs (IEPs) for students with complex communication needs. Goals in 43 IEPs were linked to the International Classification of Functioning, Disability and Health, Children and Youth version (ICF-CY). The results show that the communication-related IEP goals contain information on multiple domains of functioning in the ICF-CY. However, judging by the amount of codes linked to ICF-CY chapters, the IEPs contain a relatively small proportion of goals that focus on interaction with others, or participation in classroom and leisure activities. Special education teachers and speech-language pathologists working with students with complex communication needs may need support to formulate communication-related IEP goals with a focus on interaction and participation in school activities.


Asunto(s)
Trastorno del Espectro Autista , Parálisis Cerebral , Trastornos de la Comunicación , Educación Especial , Objetivos , Discapacidad Intelectual , Evaluación de Necesidades , Adolescente , Niño , Preescolar , Equipos de Comunicación para Personas con Discapacidad , Docentes , Femenino , Humanos , Masculino , Patología del Habla y Lenguaje , Estudiantes , Adulto Joven
6.
Arch Phys Med Rehabil ; 96(3 Suppl): S33-7, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25721545

RESUMEN

More than 300 researchers gathered at the 2013 International Brain-Computer Interface (BCI) Meeting to discuss current practice and future goals for BCI research and development. The authors organized the Virtual Users' Forum at the meeting to provide the BCI community with feedback from users. We report on the Virtual Users' Forum, including initial results from ongoing research being conducted by 2 BCI groups. Online surveys and in-person interviews were used to solicit feedback from people with disabilities who are expert and novice BCI users. For the Virtual Users' Forum, their responses were organized into 4 major themes: current (non-BCI) communication methods, experiences with BCI research, challenges of current BCIs, and future BCI developments. Two authors with severe disabilities gave presentations during the Virtual Users' Forum, and their comments are integrated with the other results. While participants' hopes for BCIs of the future remain high, their comments about available systems mirror those made by consumers about conventional assistive technology. They reflect concerns about reliability (eg, typing accuracy/speed), utility (eg, applications and the desire for real-time interactions), ease of use (eg, portability and system setup), and support (eg, technical support and caregiver training). People with disabilities, as target users of BCI systems, can provide valuable feedback and input on the development of BCI as an assistive technology. To this end, participatory action research should be considered as a valuable methodology for future BCI research.


Asunto(s)
Interfaces Cerebro-Computador , Equipos de Comunicación para Personas con Discapacidad , Electroencefalografía , Humanos , Calidad de Vida , Interfaz Usuario-Computador
7.
Augment Altern Commun ; 31(1): 37-50, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25672825

RESUMEN

Current scanning access methods for text generation in AAC devices are limited to relatively few options, most notably row/column variations within a matrix. We present Huffman scanning, a new method for applying statistical language models to binary-switch, static-grid typing AAC interfaces, and compare it to other scanning options under a variety of conditions. We present results for 16 adults without disabilities and one 36-year-old man with locked-in syndrome who presents with complex communication needs and uses AAC scanning devices for writing. Huffman scanning with a statistical language model yielded significant typing speedups for the 16 participants without disabilities versus any of the other methods tested, including two row/column scanning methods. A similar pattern of results was found with the individual with locked-in syndrome. Interestingly, faster typing speeds were obtained with Huffman scanning using a more leisurely scan rate than relatively fast individually calibrated scan rates. Overall, the results reported here demonstrate great promise for the usability of Huffman scanning as a faster alternative to row/column scanning.


Asunto(s)
Infartos del Tronco Encefálico/rehabilitación , Equipos de Comunicación para Personas con Discapacidad , Lenguaje , Modelos Estadísticos , Procesamiento de Lenguaje Natural , Adulto , Humanos , Masculino , Programas Informáticos
9.
Am J Speech Lang Pathol ; 32(1): 298-305, 2023 01 11.
Artículo en Inglés | MEDLINE | ID: mdl-36472941

RESUMEN

PURPOSE: Primary progressive aphasia (PPA) is a clinical neurodegenerative dementia syndrome characterized by early, selective, and progressive language impairment. PPA onset is gradual, providing time to potentially identify additional or alternative expressive communication modes; however, reports of communication mode use and effectiveness by persons with PPA have not been described. This study characterized the use, frequency, and perceived effectiveness of communication modes reported by individuals with PPA. METHOD: Forty-one participants with mild-to-moderate PPA completed a structured interview detailing the type, frequency, and perceived effectiveness of 12 potential communication modes, categorized by technology required (no-tech, low-tech, and high-tech). The ratio of modes used was compared across technology categories with a repeated-measures generalized linear model assuming a binomial distribution with an overall Wald chi-square statistic, followed by pairwise post hoc t-test comparisons. RESULTS: Of the 12 communication modes assessed, participants reported using a median of eight (range: 5-10). All participants affirmed using speech, facial expressions, and talking on the phone. Frequency and perceived effectiveness ratings for these three modes were endorsed at the "some/most of the time" level for more than 80% of the participants. No-tech mode use was significantly higher than reported high-tech and low-tech modes (p = .004 and p < .0001, respectively). Even so, while some high-tech modes (apps) and some low-tech modes (nonelectronic augmentative and alternative communication) had fewer users, effectiveness ratings were moderate to high for all but one user. CONCLUSIONS: Persons with mild-to-moderate language impairment due to PPA report using a range of communication modes with moderate-to-high frequency and perceived effectiveness. These outcomes provide practical information when considering mode refinement or expansion during intervention to maximize communication participation. Barriers to modality use may include low awareness or access, which could be queried by future studies and supported by speech and language interventions. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.21614262.


Asunto(s)
Afasia Progresiva Primaria , Trastornos del Desarrollo del Lenguaje , Humanos , Afasia Progresiva Primaria/diagnóstico , Afasia Progresiva Primaria/terapia , Comunicación , Lenguaje , Terapia del Lenguaje
11.
Augment Altern Commun ; 28(1): 21-32, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22364535

RESUMEN

We describe the ICF-CY for AAC Profile, a tool to integrate information about the multiple factors affecting communication skill development and use in school-aged children with complex communication needs. The Profile uses the World Health Organization's International Classification of Functioning, Disability and Health - Children & Youth Version ( WHO, 2007 ) as its framework. We propose that the ICF-CY for AAC Profile constitutes a code set for AAC users and discuss the iterative process of code-set development. The Profile is one component of a proposed process to guide the development of educational goals for children in Grades kindergarten-12 who currently or potentially rely on AAC.


Asunto(s)
Equipos de Comunicación para Personas con Discapacidad/normas , Evaluación de la Discapacidad , Niños con Discapacidad/clasificación , Educación/métodos , Clasificación Internacional de Enfermedades/normas , Adolescente , Niño , Codificación Clínica , Niños con Discapacidad/educación , Humanos
12.
Augment Altern Commun ; 28(4): 219-31, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-23256854

RESUMEN

Even though we know that external memory aids support communication in Alzheimer's disease, the components of the communication aids for individuals with Alzheimer's disease have not been studied systematically. The goal of these two pilot experiments was to examine differences in conversational performance of adults with Alzheimer's disease related to the presence and absence of an aid, the type of symbol embedded in the aid, and the presence or absence of voice output. In Experiment 1, 30 adults with moderate-to-severe Alzheimer's disease participated in 10-min conversations with and without personalized AAC boards. There was no effect of AAC, regardless of symbol type, and a deleterious effect of voice output. In Experiment 2, modified spaced-retrieval training preceded conversations, standardized prompts were presented, and semantically-based dependent variables were examined. For the 11 participants in the second experiment, there was a significant effect of AAC, showing that the presence of AAC was associated with greater use of targeted words during personal conversations. We discuss new information about the contribution of AAC for persons with Alzheimer's disease, and demonstrate how the applied research process evolves over the course of a long-term commitment to a scientific investigation.


Asunto(s)
Enfermedad de Alzheimer/complicaciones , Equipos de Comunicación para Personas con Discapacidad , Trastornos de la Comunicación/etiología , Anciano , Anciano de 80 o más Años , Análisis de Varianza , Trastornos de la Comunicación/rehabilitación , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas , Proyectos Piloto
13.
Disabil Rehabil Assist Technol ; : 1-11, 2022 Nov 20.
Artículo en Inglés | MEDLINE | ID: mdl-36403143

RESUMEN

PURPOSE: To examine the views of individuals with neurodegenerative diseases about ethical issues related to incorporating personalized language models into brain-computer interface (BCI) communication technologies. METHODS: Fifteen semi-structured interviews and 51 online free response surveys were completed with individuals diagnosed with neurodegenerative disease that could lead to loss of speech and motor skills. Each participant responded to questions after six hypothetical ethics vignettes were presented that address the possibility of building language models with personal words and phrases in BCI communication technologies. Data were analyzed with consensus coding, using modified grounded theory. RESULTS: Four themes were identified. (1) The experience of a neurodegenerative disease shapes preferences for personalized language models. (2) An individual's identity will be affected by the ability to personalize the language model. (3) The motivation for personalization is tied to how relationships can be helped or harmed. (4) Privacy is important to people who may need BCI communication technologies. Responses suggest that the inclusion of personal lexica raises ethical issues. Stakeholders want their values to be considered during development of BCI communication technologies. CONCLUSIONS: With the rapid development of BCI communication technologies, it is critical to incorporate feedback from individuals regarding their ethical concerns about the storage and use of personalized language models. Stakeholder values and preferences about disability, privacy, identity and relationships should drive design, innovation and implementation.IMPLICATIONS FOR REHABILITATIONIndividuals with neurodegenerative diseases are important stakeholders to consider in development of natural language processing within brain-computer interface (BCI) communication technologies.The incorporation of personalized language models raises issues related to disability, identity, relationships, and privacy.People who may one day rely on BCI communication technologies care not just about usability of communication technology but about technology that supports their values and priorities.Qualitative ethics-focused research is a valuable tool for exploring stakeholder perspectives on new capabilities of BCI communication technologies, such as the storage and use of personalized language models.

14.
Disabil Rehabil Assist Technol ; : 1-14, 2022 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-36448513

RESUMEN

PURPOSE: The objective of this study was to explore and describe current trends in the augmentative and alternative communication (AAC) use and service delivery experiences of people with amyotrophic lateral sclerosis (PALS) in the U.S. METHODS: Cross-sectional data were collected from 216 PALS via an anonymous online questionnaire in 2021. RESULTS: Over 70% of participants reported at least some detectable speech disturbance, and approximately half used aided communication during face-to-face interactions. Among respondents with severe speech impairment, over 90% reported using speech-generating devices, and just over half reported using low-tech AAC. Most participants had met with an SLP to discuss speech and communication, but varied in both timing of the initial intervention and frequency of ongoing intervention. Fewer than half reported that their family members or other important people had received education or support related to communication for PALS. Participants also shared their use of and experiences with telephone and video calls, access methods, mounting systems, word prediction and stored phrases, and message and voice banking. CONCLUSIONS: Results highlight the importance of early referral for AAC intervention, ongoing re-evaluation and treatment, involvement of communication partners and support for multimodal communication and adaptation to changing needs. Implications for rehabilitationMost people with amyotrophic lateral sclerosis (PALS) in this sample reported experiencing dysarthria, with 71.3% indicating at least some detectable speech disturbance (Revised ALS Functional Rating Scale [ALSFRS-R] speech rating ≤ 3) and 56.5% reporting reduced intelligibility (ALSFRS-R speech rating ≤ 2).Respondents used a wide variety of communication methods. Among respondents who were unable to meet their communication needs with speech alone, 84.6% used unaided methods (including speech), 52.3% used low-tech augmentative and alternative communication (AAC) and 90.8% used a speech-generating device.Service delivery improvements are needed to ensure timely, ongoing and comprehensive AAC education and intervention for PALS and their families.Communication over video calls (including virtual healthcare visits) is common among PALS and may be an important target for AAC intervention as the COVID-19 pandemic continues to limit in-person gatherings and appointments.

15.
Contemp Clin Trials Commun ; 28: 100950, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35754975

RESUMEN

Background: Brain-computer interface (BCI) systems are controlled by users through neurophysiological input for a variety of applications, including communication, environmental control, and motor rehabilitation. Although individuals with severe speech and physical impairment are the primary users of this technology, BCIs have emerged as a potential tool for broader populations, including delivering cognitive training/interventions with neurofeedback (NFB). Methods: This paper describes the development and preliminary testing of a protocol for use of a BCI system with NFB as an intervention for people with mild Alzheimer's disease (AD). The intervention focused on training visual attention and language skills, as AD is often associated with functional impairments in both. This funded pilot study called for enrolling five participants with mild AD in a six-week BCI EEG-based NFB intervention that followed a four-to-seven-week baseline phase. While two participants completed the study, the remaining three participants could not complete the intervention phase because of COVID-19 restrictions. Results: Preliminary pilot results suggested: (1) participants with mild AD were able to participate in a study with multiple assessments per week and complete all outcome measures, (2) most outcome measures were reliable during the baseline phase, and (3) all participants with mild AD learned to operate a BCI spelling system with training. Conclusions: Although preliminary results demonstrate practical feasibility to deliver NFB intervention using a BCI to adults with AD, completion of the protocol in its entirety with more participants is needed to further assess whether implementing NFB-based cognitive intervention is justified by functional treatment outcomes. Trial registration: This study was registered with ClinicalTrials.gov (NCT03790774).

16.
Front Hum Neurosci ; 16: 952380, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35966988

RESUMEN

Augmentative and alternative communication brain-computer interface (AAC-BCI) systems are intended to offer communication access to people with severe speech and physical impairment (SSPI) without requiring volitional movement. As the field moves toward clinical implementation of AAC-BCI systems, research involving participants with SSPI is essential. Research has demonstrated variability in AAC-BCI system performance across users, and mixed results for comparisons of performance for users with and without disabilities. The aims of this systematic review were to (1) describe study, system, and participant characteristics reported in BCI research, (2) summarize the communication task performance of participants with disabilities using AAC-BCI systems, and (3) explore any differences in performance for participants with and without disabilities. Electronic databases were searched in May, 2018, and March, 2021, identifying 6065 records, of which 73 met inclusion criteria. Non-experimental study designs were common and sample sizes were typically small, with approximately half of studies involving five or fewer participants with disabilities. There was considerable variability in participant characteristics, and in how those characteristics were reported. Over 60% of studies reported an average selection accuracy ≤70% for participants with disabilities in at least one tested condition. However, some studies excluded participants who did not reach a specific system performance criterion, and others did not state whether any participants were excluded based on performance. Twenty-nine studies included participants both with and without disabilities, but few reported statistical analyses comparing performance between the two groups. Results suggest that AAC-BCI systems show promise for supporting communication for people with SSPI, but they remain ineffective for some individuals. The lack of standards in reporting outcome measures makes it difficult to synthesize data across studies. Further research is needed to demonstrate efficacy of AAC-BCI systems for people who experience SSPI of varying etiologies and severity levels, and these individuals should be included in system design and testing. Consensus in terminology and consistent participant, protocol, and performance description will facilitate the exploration of user and system characteristics that positively or negatively affect AAC-BCI use, and support innovations that will make this technology more useful to a broader group of people. Clinical trial registration: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42018095345, PROSPERO: CRD42018095345.

17.
Trials ; 23(1): 487, 2022 Jun 13.
Artículo en Inglés | MEDLINE | ID: mdl-35698099

RESUMEN

BACKGROUND: Primary progressive aphasia (PPA) is a clinical dementia syndrome. Impairments in language (speaking, reading, writing, and understanding) are the primary and persistent symptoms. These impairments progress insidiously and devastate communication confidence, participation, and quality of life for persons living with PPA. Currently, there are no effective disease modifying treatments for PPA. Speech-language interventions hold promise for mitigating communication challenges and language symptoms. However, evidence regarding their efficacy in PPA is of low quality and there are currently no rigorous randomized trials. METHOD: Communication Bridge™-2 (CB2) is a Stage 2, superiority, single-blind, randomized, parallel group, active-control, behavioral clinical trial delivered virtually within a telehealth service delivery model to individuals with PPA. Ninety carefully characterized participants with clinically confirmed PPA will be randomized to one of two speech-language intervention arms: (1) Communication Bridge™ a dyadic intervention based in communication participation therapy models that incorporates salient training stimuli or (2) the control intervention a non-dyadic intervention based in impairment therapy models addressing word retrieval and language production that incorporates fixed stimuli. The superiority of Communication Bridge™ over the Control arm will be evaluated using primary outcomes of communication confidence and participation. Other outcomes include accuracy for trained words and scripts. Participants complete two therapy blocks over a 12-month period. Outcomes will be measured at baseline, at each therapy block, and at 12 months post enrollment. DISCUSSION: The CB2 trial will supply Level 2 evidence regarding the efficacy of the Communication Bridge™ intervention delivered in a telehealth service delivery model for individuals with mild to moderate PPA. An important by-product of the CB2 trial is that these data can be used to evaluate the efficacy of speech-language interventions delivered in both trial arms for persons with PPA. The impact of these data should not be overlooked as they will yield important insights examining why interventions work and for whom, which will advance effectiveness trials for speech-language interventions in PPA. TRIAL REGISTRATION: ClinicalTrials.gov NCT03371706 . Registered prospectively on December 13, 2017.


Asunto(s)
Afasia Progresiva Primaria , Trastornos de la Comunicación , Afasia Progresiva Primaria/diagnóstico , Afasia Progresiva Primaria/terapia , Comunicación , Humanos , Calidad de Vida , Método Simple Ciego , Habla
18.
Assist Technol ; 24(1): 56-66, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-22590800

RESUMEN

Adults with acquired language impairments secondary to stroke, traumatic brain injury, and neurodegenerative diseases are candidates for communication supports outside of the traditional restoration-based approaches to intervention. Recent research proves repeatedly that augmentative and alternative communication (AAC) provides a means for participation, engagement, conversation, and message transfer when individuals can no longer expect full return of pre-morbid communication skills and that inclusion of communication supports should begin early. We discuss current research and future directions for integrated systems of technical supports that include low-technology, high tech, and partner-dependent strategies for adults with severe and chronic aphasia, cognitive-communication problems resulting from traumatic brain injuries, and primary progressive aphasia.


Asunto(s)
Investigación Biomédica/tendencias , Lesiones Encefálicas/complicaciones , Trastornos del Conocimiento/terapia , Equipos de Comunicación para Personas con Discapacidad/tendencias , Trastornos de la Comunicación/terapia , Adulto , Lesiones Encefálicas/psicología , Lesiones Encefálicas/rehabilitación , Trastornos del Conocimiento/etiología , Trastornos del Conocimiento/psicología , Trastornos de la Comunicación/etiología , Trastornos de la Comunicación/psicología , Humanos
19.
Assist Technol ; 24(1): 25-33, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-22590797

RESUMEN

Individuals who rely on augmentative and alternative communication (AAC) devices to support their communication often have physical movement challenges that require alternative methods of access. Technology that supports access, particularly for those with the most severe movement deficits, have expanded substantially over the years. The purposes of this article are to review the state of the science of access technologies that interface with augmentative and alternative communication devices and to propose a future research and development agenda that will enhance access options for people with limited movement capability due to developmental and acquired conditions.


Asunto(s)
Equipos de Comunicación para Personas con Discapacidad , Interfaz Usuario-Computador , Movimientos Oculares , Gestos , Movimientos de la Cabeza , Humanos , Destreza Motora
20.
Front Hum Neurosci ; 15: 788258, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-35145386

RESUMEN

Error related potentials (ErrP), which are elicited in the EEG in response to a perceived error, have been used for error correction and adaption in the event related potential (ERP)-based brain computer interfaces designed for typing. In these typing interfaces, ERP evidence is collected in response to a sequence of stimuli presented usually in the visual form and the intended user stimulus is probabilistically inferred (stimulus with highest probability) and presented to the user as the decision. If the inferred stimulus is incorrect, ErrP is expected to be elicited in the EEG. Early approaches to use ErrP in the design of typing interfaces attempt to make hard decisions on the perceived error such that the perceived error is corrected and either the sequence of stimuli are repeated to obtain further ERP evidence, or without further repetition the stimulus with the second highest probability is presented to the user as the decision of the system. Moreover, none of the existing approaches use a language model to increase the performance of typing. In this work, unlike the existing approaches, we study the potential benefits of fusing feedback related potentials (FRP), a form of ErrP, with ERP and context information (language model, LM) in a Bayesian fashion to detect the user intent. We present experimental results based on data from 12 healthy participants using RSVP Keyboard™ to complete a copy-phrase-task. Three paradigms are compared: [P1] uses only ERP/LM Bayesian fusion; [P2] each RSVP sequence is appended with the top candidate in the alphabet according to posterior after ERP evidence fusion; corresponding FRP is then incorporated; and [P3] the top candidate is shown as a prospect to generate FRP evidence only if its posterior exceeds a threshold. Analyses indicate that ERP/LM/FRP evidence fusion during decision making yields significant speed-accuracy benefits for the user.

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