AR Using NUI Based Physical Therapy Rehabilitation Framework with Mobile Decision Support System

Abstract

This article describes how physical therapy rehabilitation promotes functional ability of the disabled people to improve quality of life using Range of Motion exercises. The conventional rehabilitation seems to be effective; however, the efficiency of the treatment sessions is not guaranteed resulting in longer recovery period. Thus, there is a need of self-motivating and engaging training solution to support rehabilitation and enhance continuous assessment of disabled patients. The proposed framework is “AR-NUI-REHAB-MDSS,” augmented reality (AR) using natural user interface (NUI) based physical therapy rehabilitation with personalized exercise rendering and monitoring system for patients and mobile decision support system (MDSS) for therapists leading to a global solution for remote assistance. NUI allows human computer interaction intuitively through human body gestures. AR provides an entertaining environment for treatments with less-assistance. MDSS enables therapist to customize treatment plans at dynamic environments. Upper limb is considered as its functional recovery is significant and more challenging.

Design of virtual reality augmented reality mobile platform and game user behavior monitoring using deep learning

“…Research by SJ and Shankar (2018) showed that regular exercise seems to be effective through range exercise to improve the functional abilities of disables, thereby improving their living quality. 9 But the period of recovery was prolonged largely due to the failure of guaranteeing the treating efficiency. Therefore, to aid the rehabilitation and improve the ongoing evaluations of disables, a self-motivated and participatory training program was needed.…”

Application of Modern Information Technology in Remote Rehabilitation Training System

“…MN Maximova analyzed the experience of remote implementation of the comprehensive rehabilitation system for the disabled in the rehabilitation center of the Tatarstan, and put forward conclusions and suggestions on the rehabilitation skills training of disabled family members and the remote provision of additional services through information and communication technology to effectively and reasonably provide social services [2]. AFSJ Syed introduced how physical therapy rehabilitation can promote the functional ability of the disabled through range of motion exercises, use physical therapy rehabilitation based on natural user interface, provide personalized motion rendering and monitoring systems for patients, and provide mobile decision support systems for therapists [3]. Y Bouteraa proposed a low-cost open-source robot solution for remote rehabilitation, which ensured that devices can be remotely controlled using only simple gestures.…”

An Empirical Study on the Application of Machine Learning for Higher Education and Social Service

“…Faced with various data research reports and the status quo of social development, they discovered and affirmed the significance of the development of the Internet and education. Internet teaching can provide more learning resources and learning methods, break through the limitations of time and space, and realize long-distance teaching exchanges and sharing, which is conducive to mobile learning and personalized learning (Shankar, 2018). It is a new attempt and active exploration for the country's education, the school's educational work, the teaching process of teachers, and the learning methods of students.…”