A Proof of Concept Combined Using Mixed Reality for Personalized Neurorehabilitation of Cerebellar Ataxic Patients

Sensors (Basel). 2023 Feb 3;23(3):1680. doi: 10.3390/s23031680.

Abstract

Background: Guidelines for degenerative cerebellar ataxia neurorehabilitation suggest intensive coordinative training based on physiotherapeutic exercises. Scientific studies demonstrate virtual exergaming therapeutic value. However, patient-based personalization, post processing analyses and specific audio-visual feedbacks are not provided. This paper presents a wearable motion tracking system with recording and playback features. This system has been specifically designed for ataxic patients, for upper limbs coordination studies with the aim to retrain movement in a neurorehabilitation setting. Suggestions from neurologists and ataxia patients were considered to overcome the shortcomings of virtual systems and implement exergaming.

Methods: The system consists of the mixed-reality headset Hololens2 and a proprietary exergaming implemented in Unity. Hololens2 can track and save upper limb parameters, head position and gaze direction in runtime.

Results: Data collected from a healthy subject are reported to demonstrate features and outputs of the system.

Conclusions: Although further improvements and validations are needed, the system meets the needs of a dynamic patient-based exergaming for patients with cerebellar ataxia. Compared with existing solutions, the mixed-reality system is designed to provide an effective and safe therapeutic exergaming that supports both primary and secondary goals of an exergaming: what a patient should do and how patient actions should be performed.

Keywords: ataxia; exergaming; health monitoring; inertial measurement unit; mixed reality; motion capture; rehabilitation engineering.

MeSH terms

  • Ataxia
  • Augmented Reality*
  • Cerebellar Ataxia*
  • Humans
  • Neurological Rehabilitation*
  • Upper Extremity

Grants and funding

This research received no external funding.