Pedro Fonseca, R. Vigário, Ana Teresa Videira Gabriel, Isabel L. Nunes, Carla Quintão, C. Quaresma
{"title":"Validation of a rehabilitation platform for visuomotor perceptual and cognitive stimulation","authors":"Pedro Fonseca, R. Vigário, Ana Teresa Videira Gabriel, Isabel L. Nunes, Carla Quintão, C. Quaresma","doi":"10.54941/ahfe1003595","DOIUrl":null,"url":null,"abstract":"Stroke, or cerebrovascular accident, is a major global health problem and one of the leading causes of death and acquired disability worldwide. After a stroke, deficits in perceptual and cognitive functions may arise, with particular emphasis to impairments caused to visuomotor skills. In this way, its stimulation, within a therapeutic rehabilitation context, is truly relevant for the recovery of lost functions. RehabVisual, presented in earlier works, is a digital platform that allows for an objective and standardized assessment of visuomotor skills and specific clinical interventions for each patient. In the current work, new features are added to the platform, to make it more optimized and suitable for use in clinical practice, with adults who suffered a stroke. Herein the platform is also thoroughly validated with healthy subjects.Objective: This work’s goals are twofold: to assess the accuracy of the eye tracking system developed, which is integrated in the platform; and to test and validate the digital platform itself, with a population of healthy subjects.Methodology: 50 healthy subjects tested the RehabVisual digital platform in a laboratory context. In addition to testing the overall visuomotor rehabilitation functions, dynamic stimuli following was collected from both the platform’s own camera and a Tobii Pro Nano Eye Tracker, which is considered as gold standard to assess direction of gaze. The results of both systems were compared.Results: The platform’s own eye tracking apparatus revealed a good performance, in par with the gold standard, following the evolution of visual stimuli with sufficient accuracy, which ensures the suitability of its use in the context of gaze detection during rehabilitation. Conclusions: The validated gaze tracking ability, together with fact that both stimulus delivery and eye tracking is performed with the same device guarantees synchrony between both streams of data. Recorded videos of those signals allows for the design of new and personalized clinical evaluation and intervention strategies, to be applied throughout the rehabilitation program. Those may be used to complement physiotherapist’s evaluation of patients and allow for the identification of possible changes in their visuomotor skills.As an added feature, a new usability questionnaire was filled by a group of occupational therapists, which reinforced the potential use of the new version of RehabVisual, when applied to visuomotor rehabilitation of stroke patients.","PeriodicalId":402751,"journal":{"name":"Human Factors and Systems Interaction","volume":"101 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human Factors and Systems Interaction","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54941/ahfe1003595","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Stroke, or cerebrovascular accident, is a major global health problem and one of the leading causes of death and acquired disability worldwide. After a stroke, deficits in perceptual and cognitive functions may arise, with particular emphasis to impairments caused to visuomotor skills. In this way, its stimulation, within a therapeutic rehabilitation context, is truly relevant for the recovery of lost functions. RehabVisual, presented in earlier works, is a digital platform that allows for an objective and standardized assessment of visuomotor skills and specific clinical interventions for each patient. In the current work, new features are added to the platform, to make it more optimized and suitable for use in clinical practice, with adults who suffered a stroke. Herein the platform is also thoroughly validated with healthy subjects.Objective: This work’s goals are twofold: to assess the accuracy of the eye tracking system developed, which is integrated in the platform; and to test and validate the digital platform itself, with a population of healthy subjects.Methodology: 50 healthy subjects tested the RehabVisual digital platform in a laboratory context. In addition to testing the overall visuomotor rehabilitation functions, dynamic stimuli following was collected from both the platform’s own camera and a Tobii Pro Nano Eye Tracker, which is considered as gold standard to assess direction of gaze. The results of both systems were compared.Results: The platform’s own eye tracking apparatus revealed a good performance, in par with the gold standard, following the evolution of visual stimuli with sufficient accuracy, which ensures the suitability of its use in the context of gaze detection during rehabilitation. Conclusions: The validated gaze tracking ability, together with fact that both stimulus delivery and eye tracking is performed with the same device guarantees synchrony between both streams of data. Recorded videos of those signals allows for the design of new and personalized clinical evaluation and intervention strategies, to be applied throughout the rehabilitation program. Those may be used to complement physiotherapist’s evaluation of patients and allow for the identification of possible changes in their visuomotor skills.As an added feature, a new usability questionnaire was filled by a group of occupational therapists, which reinforced the potential use of the new version of RehabVisual, when applied to visuomotor rehabilitation of stroke patients.
中风或脑血管意外是一个重大的全球健康问题,也是全世界死亡和获得性残疾的主要原因之一。中风后,可能出现知觉和认知功能的缺陷,尤其是视觉运动技能的损伤。这样,它的刺激,在治疗康复的背景下,是真正相关的恢复失去的功能。RehabVisual是一个数字平台,可以对每个患者的视觉运动技能和具体的临床干预进行客观和标准化的评估。在目前的工作中,新功能被添加到平台中,使其更加优化,适合用于临床实践,用于成人中风患者。在此,该平台也通过健康受试者进行了彻底验证。目的:本工作的目的有两个:评估开发的眼动追踪系统的准确性,该系统集成在平台中;并在健康人群中测试和验证数字平台本身。方法:50名健康受试者在实验室环境中测试了RehabVisual数字平台。除了测试整体视觉运动康复功能外,还从平台自身的摄像头和Tobii Pro Nano眼动仪(被认为是评估凝视方向的黄金标准)中收集了动态刺激。比较了两种系统的结果。结果:平台自身的眼动追踪仪显示出良好的性能,符合金标准,符合视觉刺激的演变,具有足够的准确性,确保了其在康复期间注视检测背景下的适用性。结论:经过验证的注视追踪能力,加上刺激传递和眼动追踪都是在同一设备上进行的,保证了两种数据流的同步。记录这些信号的视频允许设计新的和个性化的临床评估和干预策略,应用于整个康复计划。这些可以用来补充物理治疗师对患者的评估,并允许识别他们的视觉运动技能可能发生的变化。作为一项附加功能,一组职业治疗师填写了一份新的可用性问卷,这加强了新版本RehabVisual在中风患者视觉运动康复中的潜在应用。