Effects of smart walker and augmented reality on gait parameters of a patient with spinocerebellar ataxia: Case report

IF 4.3 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Matheus Loureiro , Janine Valentino , Weslley Oliveira , Fabiana Machado , Arlindo Elias , Ricardo Mello , Arnaldo Leal , Anselmo Frizera
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Abstract

Ataxia is a neurological condition that impairs mobility and independence in daily activities. To mitigate the symptoms, patients often seek physical therapy interventions. However, these therapies can be challenging for some individuals, depending on their level of independence, and patients may experience pain and frustration due to repetitive tasks. To address these limitations, rehabilitation robots, such as the Smart Walker (SW), can be tailored to an individual’ s degree of independence, while Augmented Reality (AR) systems can enhance patient engagement and motivation. However, the use of AR may also lead to adverse effects, such as restrictions in gait patterns and the potential of cybersickness symptoms. In this context, this paper presents a case report of a patient with ataxia to evaluate the effects of the SW and AR in three tasks: Physiotherapist-Assisted Gait (PAG), Walker-Assisted Gait (WAG), and Augmented Reality Walker-Assisted Gait (ARWAG). The results show that the use of the SW in WAG led to improvements in gait parameters, including a 27% increase in step length and a 19% increase in hip excursion in the sagittal plane. In ARWAG, these improvements were even greater, with a 58% increase in step length and a 43% increase in hip excursion in the sagittal plane. No cybersickness symptoms were observed during the ARWAG. Additionally, among all tasks, the patient expressed a preference for the ARWAG, indicating that the combination of SW and AR holds potential benefits for assisting ataxia patients in physical therapy interventions.
智能步行者和增强现实对脊髓小脑性共济失调患者步态参数的影响:病例报告
共济失调是一种神经系统疾病,会损害日常活动的机动性和独立性。为了减轻症状,患者经常寻求物理治疗干预。然而,这些疗法对一些人来说可能是具有挑战性的,这取决于他们的独立程度,患者可能会因为重复的任务而感到痛苦和沮丧。为了解决这些限制,康复机器人,如智能步行者(SW),可以根据个人的独立程度进行定制,而增强现实(AR)系统可以提高患者的参与度和积极性。然而,AR的使用也可能导致不良影响,例如步态模式的限制和潜在的晕屏症状。在此背景下,本文提出了一个共济失调患者的病例报告,以评估SW和AR在三个任务中的效果:物理治疗师辅助步态(PAG),助行器辅助步态(WAG)和增强现实助行器辅助步态(ARWAG)。结果表明,在WAG中使用SW可以改善步态参数,包括步长增加27%,矢状面髋关节偏移增加19%。在ARWAG中,这些改善甚至更大,步长增加58%,矢状面髋关节偏移增加43%。在ARWAG期间未观察到晕屏症状。此外,在所有任务中,患者表达了对ARWAG的偏好,这表明SW和AR的结合在帮助共济失调患者进行物理治疗干预方面具有潜在的益处。
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来源期刊
Computer Vision and Image Understanding
Computer Vision and Image Understanding 工程技术-工程:电子与电气
CiteScore
7.80
自引率
4.40%
发文量
112
审稿时长
79 days
期刊介绍: The central focus of this journal is the computer analysis of pictorial information. Computer Vision and Image Understanding publishes papers covering all aspects of image analysis from the low-level, iconic processes of early vision to the high-level, symbolic processes of recognition and interpretation. A wide range of topics in the image understanding area is covered, including papers offering insights that differ from predominant views. Research Areas Include: • Theory • Early vision • Data structures and representations • Shape • Range • Motion • Matching and recognition • Architecture and languages • Vision systems
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