Publications by authors named "Peter Fermin Dajime"
A VR-based Treadmill Training System for Post-stroke Gait Rehabilitation.
Annu Int Conf IEEE Eng Med Biol Soc
July 2023
Article Synopsis
- Virtual reality (VR) can improve rehabilitation by simulating various training environments that leverage motor learning principles.
- Current VR-based treadmill systems for post-stroke recovery are expensive and often neglect essential rehabilitation guidelines.
- This paper presents a cost-effective gait rehabilitation system that combines treadmill training with VR technology, offering real-time feedback and remote training options for better recovery outcomes in post-stroke patients.
Practitioners commonly perform movement quality assessment through qualitative assessment protocols, which can be time-intensive and prone to inter-rater measurement bias. The advent of portable and inexpensive marker-less motion capture systems can improve assessment through objective joint kinematic analysis. The current study aimed to evaluate various machine learning models that used kinematic features from Kinect position data to classify a performer's Movement Competency Screen (MCS) score.
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