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    Time Series Classification of Raw Voice Waveforms for Parkinson's Disease Detection Using Generative Adversarial Network-Driven Data Augmentation by Marta Rey-Paredes, Carlos J. Perez, Alfonso Mateos-Caballero

    Published 2025-01-01
    “…Big Vocoder Slicing Adversarial Network (BigVSAN) is used to generate synthetic voice data that mimics the characteristics of real patients and healthy subjects. …”
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  4. 304

    Efficacy Of Vocal Cord Medialization by Injection Thyroplasty Using Liquid Paraffin In Relieving Hoarseness Of Voice In Idiopathic And Traumatic Unilateral Vocal Cord Paralysis by Muhammad Saleem, Muhammad Sarim Khan, Ashar Alamgir, Muhammad Hamza Rana, Hafiz Sajjad Hyder, Syeda Jamila Ali

    Published 2024-03-01
    “…Out of 37 patients 23 (62%) patients presented within 6 months of hoarseness of voice. 14 (38%) patients presented after 6 months of hoarseness of voice. 19 out of 23  patients (83%) underwent only a single dose of liquid paraffin via injection thyroplasty to resolve hoarseness of voice. …”
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    Prentice Hall literature : timeless voices, timeless themes /

    Published 2001
    “…timeless voices, timeless themes /…”
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    Optimizing Parkinson’s Disease Prediction: A Comparative Analysis of Data Aggregation Methods Using Multiple Voice Recordings via an Automated Artificial Intelligence Pipeline by Zhengxiao Yang, Hao Zhou, Sudesh Srivastav, Jeffrey G. Shaffer, Kuukua E. Abraham, Samuel M. Naandam, Samuel Kakraba

    Published 2025-01-01
    “…We developed a customized AI pipeline that incorporates twelve machine learning algorithms along with the four aggregation methods to detect Parkinson’s disease (PD) using multiple voice recordings from individuals available in the UCI Machine Learning Repository, which includes 756 voice recordings from 188 PD patients and 64 healthy individuals. …”
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