A speech-based hybrid decision support system for early detection of Parkinson's disease

R Lamba, T Gulati, A Jain, P Rani - Arabian Journal for Science and …, 2023 - Springer
Parkinson's disease is a neurological illness that affects individuals at the later stage of life.
Most patients complain of voice or speech abnormalities during the nascent stage of this …

A hybrid system for Parkinson's disease diagnosis using machine learning techniques

R Lamba, T Gulati, HF Alharbi, A Jain - International Journal of Speech …, 2022 - Springer
Parkinson's disease is a neurodegenerative disorder that progresses slowly and its
symptoms appear over time, so its early diagnosis is not easy. A neurologist can diagnose …

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 …

Automatic detection of Parkinson's disease from speech using acoustic, prosodic and phonetic features

R Khaskhoussy, YB Ayed - … Conference on Intelligent Systems Design and …, 2021 - Springer
Parkinson's disease (PD) is a neurodegenerative disease ranked second after Alzheimer's
disease. It affects the central nervous system and causes a progressive and irreversible loss …

[PDF][PDF] Development of intelligent Parkinson disease detection system based on machine learning techniques using speech signal

MY Thanoun, MT Yaseen… - Int. J. Adv. Sci. Eng. Inf …, 2021 - researchgate.net
Parkinson's disease is a brain condition that induces difficulty walking, standing,
concentrating, trembling, and weakness. Parkinson's symptoms typically begin slowly and …

Identification of Parkinson's disease from speech signal using machine learning approach

SS Nayak, AD Darji, PK Shah - International Journal of Speech …, 2023 - Springer
Parkinson's disease (PD) is a neurodegenerative condition of the nervous system that
impairs movement caused by brain cell degeneration and it is most common after …

[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 …

[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 …

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 …

Analysis of Ensemble of Machine Learning Algorithms for Detection of Parkinson's Disease

G Tallapureddy, D Radha - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Parkinson's Disorder (PD) is a neurodegenerative motion disorder. This disorder can be
identified by the signs and symptoms which may increase with a small tremor in right or left …