A Microsoft Kinect Based Virtual Rehabilitation System

Tseng, Chien-Ming; Lai, Chung Liang; Erdenetsogt, D.; Chen, Yung Fu

doi:10.1109/is3c.2014.245

Cited by 11 publications

(3 citation statements)

References 8 publications

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“…Unobtrusive systems such as Microsoft Kinect show promising results in incorporating the concepts of gamification and serious games to several rehabilitation and healthcare areas [39], from using hand gestures for elderly care [40] to post-stroke rehabilitation [41]. However, other non-hands-free similar devices, such as Nintendo Wii, showed several injuries related to overuse or incorrect use of handheld controller, amongst them tendinopathy and hand lacerations [42].…”

Section: Smart Sensing In Healthcarementioning

confidence: 99%

AI-Based Smart Sensing and AR for Gait Rehabilitation Assessment

et al. 2023

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Health monitoring is crucial in hospitals and rehabilitation centers. Challenges can affect the reliability and accuracy of health data. Human error, patient compliance concerns, time, money, technology, and environmental factors might cause these issues. In order to improve patient care, healthcare providers must address these challenges. We propose a non-intrusive smart sensing system that uses a SensFloor smart carpet and an inertial measurement unit (IMU) wearable sensor on the user’s back to monitor position and gait characteristics. Furthermore, we implemented machine learning (ML) algorithms to analyze the data collected from the SensFloor and IMU sensors. The system generates real-time data that are stored in the cloud and are accessible to physical therapists and patients. Additionally, the system’s real-time dashboards provide a comprehensive analysis of the user’s gait and balance, enabling personalized training plans with tailored exercises and better rehabilitation outcomes. Using non-invasive smart sensing technology, our proposed solution enables healthcare facilities to monitor patients’ health and enhance their physical rehabilitation plans.

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Section: Smart Sensing In Healthcarementioning

confidence: 99%

AI-Based Smart Sensing and AR for Gait Rehabilitation Assessment

et al. 2023

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“…The virtual reality user ought to exposure to a sense of: 1) position (living around in interval and amplitude), 2) action ( executing arbitration which builds the result), 3) frame control ( believes in holding or controlling a posture). Virtual rehabilitation technology is a human computer compensation technology that appears on the scene (6). Repetitive motion injuries are a key asset of belittlement, as well as the character of special effects,birth, and life.…”

Section: Automotive Accoutrementmentioning

confidence: 99%

Rapid review of virtual rehab in musculoskeletal injuries in athletes

Langade¹,

Phansopkar²

2022

Journal of Pharmaceutical Negative Results

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Musculoskeletal problems play a significant role in athletes’ health and performance in sports. Musculoskeletal diseases affect about one out of every two adults in the United States, and nearly three out of four people over the age of 65. The rehabilitation interference involves the artificial intelligence automation which has being advanced for the aid of operative autonomy of the musculoskeletal conditions. The virtual rehabilitation based therapy also has the advantageous instrument for equilibrium as well as working out for various rehabilitations. Virtual rehabilitation automation is an appearing human brain reciprocation that utilizes the cloneas well as the interrelated implementation program to construct the automation environment. Patients are charm to completing training assignments in a virtual environment, to conduct the rehabilitation training goals.Virtual reality technology that is interactive may include a variety of audio and visual inputs that are designed to replicate real life situations.

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“…In mirror magic neurorehabilitation clinical trial [19], Kinect influences positively the process of rehabilitation. In [20] five rehabilitation games using Kinect were evaluated, also with a positive outcome. One great example of application of Kinect in rehabilitation is VirtualRehab solution, developed by Spanish VirtualWare, which consists of web based control centre -administrator software platform and several games designed for Kinect (http://www.virtualrehab.info).…”

Section: Related Work and Motivationmentioning

confidence: 99%

A new telerehabilitation system based on internet of things

Vukićević

Stamenković

Murugesan

et al. 2016

Facta Univ Electron Energ

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Internet of Things (IoT) applied in healthcare system has a huge potential to improve patients' quality of life. Representing network of devices embedded with electronics and sensors, IoT enables constant monitoring of vital body functions, tracking of physical activities of a person and aids rehab physical therapy. Such an IoT-based system would allow standalone recovery process, minimizing the need for dedicated medical personnel and could be used in both hospital and home conditions. In this paper, we present a telerehabilitation system that uses wearable muscle sensor and Microsoft Kinect to create interactive personalized physical therapy that can be carried out at home. Early experiments and results of pilot implementation validate the feasibility and effectiveness of the proposed IoT-enabled telerehabilitation system.

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A Microsoft Kinect Based Virtual Rehabilitation System

Cited by 11 publications

References 8 publications

AI-Based Smart Sensing and AR for Gait Rehabilitation Assessment

AI-Based Smart Sensing and AR for Gait Rehabilitation Assessment

Rapid review of virtual rehab in musculoskeletal injuries in athletes

A new telerehabilitation system based on internet of things

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