Analysis of Voice, Speech, and Language Biomarkers of Parkinson’s Disease Collected in a Mixed Reality Setting

Analysis of Voice, Speech, and Language Biomarkers of Parkinson’s Disease Collected in a Mixed Reality Setting

This study explores an innovative approach to early Parkinson’s disease (PD) detection by analyzing speech data collected using a mixed reality (MR) system. A total of 57 Polish participants, including PD patients and healthy controls, performed five speech tasks while using an MR head-mounted displ...

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Bibliographic Details
Main Authors: Milosz Dudek, Daria Hemmerling, Marta Kaczmarska, Joanna Stepien, Mateusz Daniol, Marek Wodzinski, Magdalena Wojcik-Pedziwiatr
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
explainable artificial intelligence
large language models
mixed reality
Parkinson’s disease
voice biomarkers
remote patient monitoring
Online Access:https://www.mdpi.com/1424-8220/25/8/2405
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