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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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  Data: GRU-Based Deep Multimodal Fusion of Speech and Head-IMU Signals in Mixed Reality for Parkinson's Disease Detection.
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  Data: <searchLink fieldCode="AU" term="%22Hemmerling+D%22">Hemmerling D</searchLink>; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Dudek+M%22">Dudek M</searchLink>; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Krzywdziak+J%22">Krzywdziak J</searchLink>; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Żbik+M%22">Żbik M</searchLink>; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Szecowka+W%22">Szecowka W</searchLink>; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Daniol+M%22">Daniol M</searchLink>; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Wodzinski+M%22">Wodzinski M</searchLink>; Department of Measurement and Electronics, AGH University of Krakow, 30-059 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Rudzinska-Bar+M%22">Rudzinska-Bar M</searchLink>; Department of Neurology, Andrzej Frycz Modrzewski Krakow University, 30-705 Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Wojcik-Pedziwiatr+M%22">Wojcik-Pedziwiatr M</searchLink>; Department of Neurology, Andrzej Frycz Modrzewski Krakow University, 30-705 Krakow, Poland.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 Jan 01; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Jan 01.
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