[HTML][HTML] Speech analysis for diagnosis of Parkinson's disease using genetic algorithm and support vector machine

M Shahbakhi, DT Far, E Tahami - Journal of biomedical science and …, 2014 - scirp.org
Parkinson's disease (PD) is the most common disease of motor system degeneration that
occurs when the dopamine-producing cells are damaged in substantia nigra. To detect PD …

Classification of Parkinson disease based on patient's voice signal using machine learning

I Ahmed, S Aljahdali, MS Khan… - … Automation and Soft …, 2022 - zuscholars.zu.ac.ae
Parkinson's disease (PD) is a nervous system disorder first described as a neurological
condition in 1817. It is one of the more prevalent diseases in the elderly, and Alzheimer's is …

[HTML][HTML] An efficient machine learning approach for diagnosing parkinson's disease by utilizing voice features

A Rana, A Dumka, R Singh, M Rashid, N Ahmad… - Electronics, 2022 - mdpi.com
Parkinson's disease (PD) is a neurodegenerative disease that impacts the neural,
physiological, and behavioral systems of the brain, in which mild variations in the initial …

A machine learning system for the diagnosis of Parkinson's disease from speech signals and its application to multiple speech signal types

İ Cantürk, F Karabiber - Arabian Journal for Science and Engineering, 2016 - Springer
Parkinson's disease (PD) is a neurodegenerative disorder that negatively affects millions of
people. PD is usually diagnosed by a series of empirical tests and sometimes by invasive …

Voice analysis for detecting Parkinson's disease using genetic algorithm and KNN classification method

RA Shirvan, E Tahami - 2011 18th Iranian conference of …, 2011 - ieeexplore.ieee.org
Parkinson's disease is a disorder of central nervous system. It is estimated that 90 percent of
people with parkinson's disease suffer from speech and voice disorders. Vocal folds are …

[PDF][PDF] A novel approach for Parkinson's disease detection based on voice classification and features selection techniques

A Ouhmida, A Raihani, B Cherradi, O Terrada - Int. J. Onl. Eng., 2021 - academia.edu
Parkinson's disease (PD) is one of the most widespread diseases that, primarily, affects the
motor system of the neural central system. In fact, PD is characterized by tremors, stiffness of …

[PDF][PDF] Automatic recognition of Parkinson's disease via artificial neural network and support vector machine

A Sharma, RN Giri - International Journal of Innovative Technology and …, 2014 - Citeseer
Parkinson's Disease (PD) is the next mainly common neurodegenerative disease only
exceeds by Alzheimer's Disease (AD). Parkinson's disease is a general disease of central …

[PDF][PDF] Performance evaluation of machine learning algorithms in the classification of Parkinson disease using voice attributes

J Sujatha, SP Rajagopalan - International Journal of Applied …, 2017 - researchgate.net
Nerve cells, the building blocks of the nervous system in the brain don't reproduce when
damaged. On damage, the dopamine produced by these nerve cells are not produced which …

Voice-based detection of Parkinson's disease through ensemble machine learning approach: A Performance study

I Nissar, DR Rizvi, S Masood… - EAI endorsed transactions …, 2019 - publications.eai.eu
INTRODUCTION: Parkinson's disease (PD) occurs due to the deficiency of dopamine that
regulates various activities of the human body. Researchers have identified that voice is an …

[HTML][HTML] Machine learning approaches to identify Parkinson's disease using voice signal features

R Alshammri, G Alharbi, E Alharbi… - Frontiers in artificial …, 2023 - frontiersin.org
Parkinson's Disease (PD) is the second most common age-related neurological disorder
that leads to a range of motor and cognitive symptoms. A PD diagnosis is difficult since its …