GRU-Based Deep Multimodal Fusion of Speech and Head-IMU Signals in Mixed Reality for Parkinson's Disease Detection.

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Title: GRU-Based Deep Multimodal Fusion of Speech and Head-IMU Signals in Mixed Reality for Parkinson's Disease Detection.
Authors: Hemmerling D; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland., Dudek M; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland., Krzywdziak J; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland., Żbik M; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland., Szecowka W; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland., Daniol M; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland., Wodzinski M; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland., Rudzinska-Bar M; Department of Neurology, Andrzej Frycz Modrzewski Krakow University, 30-705 Krakow, Poland., Wojcik-Pedziwiatr M; Department of Neurology, Andrzej Frycz Modrzewski Krakow University, 30-705 Krakow, Poland.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jan 01; Vol. 26 (1). Date of Electronic Publication: 2026 Jan 01.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1424-8220
DOI:10.3390/s26010269