Objective To evaluate the feasibility and usability of an assistive technology (AT) prototype designed to be operated with conventional/alternative input channels and a P300-based brain-computer interface (BCI) in order to provide users who have different degrees of muscular impairment resulting from amyotrophic lateral sclerosis (ALS) with communication and environmental control applications. Design Proof-of-principle study with a convenience sample. Setting An apartment-like space designed to be fully accessible by people with motor disabilities for occupational therapy, placed in a neurologic rehabilitation hospital. Participants End-users with ALS (N=8; 5 men, 3 women; mean age ± SD, 60±12y) recruited by a clinical team from an ALS center. Interventions Three experimental conditions based on (1) a widely validated P300-based BCI alone; (2) the AT prototype operated by a conventional/alternative input device tailored to the specific end-user's residual motor abilities; and (3) the AT prototype accessed by a P300-based BCI. These 3 conditions were presented to all participants in 3 different sessions. Main Outcome Measures System usability was evaluated in terms of effectiveness (accuracy), efficiency (written symbol rate, time for correct selection, workload), and end-user satisfaction (overall satisfaction) domains. A comparison of the data collected in the 3 conditions was performed. Results Effectiveness and end-user satisfaction did not significantly differ among the 3 experimental conditions. Condition III was less efficient than condition II as expressed by the longer time for correct selection. Conclusions A BCI can be used as an input channel to access an AT by persons with ALS, with no significant reduction of usability. © 2015 American Congress of Rehabilitation Medicine.
Assistive device with conventional, alternative, and brain-computer interface inputs to enhance interaction with the environment for people with amyotrophic lateral sclerosis: a feasibility and usability study / Schettini, Francesca; A., Riccio; Simione, Luca; G., Liberati; Caruso, Mario; V., Frasca; B., Calabrese; Mecella, Massimo; A., Pizzimenti; Inghilleri, Maurizio; D., Mattia; Cincotti, Febo. - In: ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION. - ISSN 0003-9993. - ELETTRONICO. - 96:3(2015), pp. S46-S53. [10.1016/j.apmr.2014.05.027]
Assistive device with conventional, alternative, and brain-computer interface inputs to enhance interaction with the environment for people with amyotrophic lateral sclerosis: a feasibility and usability study
SCHETTINI, FRANCESCA
;SIMIONE, LUCA;CARUSO, MARIO;MECELLA, Massimo;INGHILLERI, Maurizio;CINCOTTI, FEBO
2015
Abstract
Objective To evaluate the feasibility and usability of an assistive technology (AT) prototype designed to be operated with conventional/alternative input channels and a P300-based brain-computer interface (BCI) in order to provide users who have different degrees of muscular impairment resulting from amyotrophic lateral sclerosis (ALS) with communication and environmental control applications. Design Proof-of-principle study with a convenience sample. Setting An apartment-like space designed to be fully accessible by people with motor disabilities for occupational therapy, placed in a neurologic rehabilitation hospital. Participants End-users with ALS (N=8; 5 men, 3 women; mean age ± SD, 60±12y) recruited by a clinical team from an ALS center. Interventions Three experimental conditions based on (1) a widely validated P300-based BCI alone; (2) the AT prototype operated by a conventional/alternative input device tailored to the specific end-user's residual motor abilities; and (3) the AT prototype accessed by a P300-based BCI. These 3 conditions were presented to all participants in 3 different sessions. Main Outcome Measures System usability was evaluated in terms of effectiveness (accuracy), efficiency (written symbol rate, time for correct selection, workload), and end-user satisfaction (overall satisfaction) domains. A comparison of the data collected in the 3 conditions was performed. Results Effectiveness and end-user satisfaction did not significantly differ among the 3 experimental conditions. Condition III was less efficient than condition II as expressed by the longer time for correct selection. Conclusions A BCI can be used as an input channel to access an AT by persons with ALS, with no significant reduction of usability. © 2015 American Congress of Rehabilitation Medicine.File | Dimensione | Formato | |
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