Time Series Classification of Raw Voice Waveforms for Parkinson's Disease Detection Using Generative Adversarial Network-Driven Data Augmentation

Parkinson's disease (PD) is a neurodegenerative disorder that affects more than 10 million people worldwide. Despite its prevalence, the detection of PD remains a complicated task, as no gold standard test has yet been developed to provide an accurate diagnosis. In this context, many rece...

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Bibliographic Details
Main Authors: Marta Rey-Paredes, Carlos J. Perez, Alfonso Mateos-Caballero
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Computer Society
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Online Access:https://ieeexplore.ieee.org/document/10764737/
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