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 …

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 …

Parkinson disease detection based on speech using various machine learning models and deep learning models

P Varalakshmi, R Bhuvaneaswari - … Conference on System …, 2021 - ieeexplore.ieee.org
Parkinson disease is a neurodegenerative disorder. Parkinson disease is the nervous
disorder that affects the movements. Early symptoms of parkinson disease are speech …

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 …

A hybrid approach for Parkinson's disease diagnosis with resonance and time-frequency based features from speech signals

J Goyal, P Khandnor, TC Aseri - Expert Systems with Applications, 2021 - Elsevier
Parkinson's Disease (PD) is a progressive neurological disorder that affects the functioning
of the brain. As PD progresses, there arises a problem of maintaining coordination between …

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 …

Detection of voice impairment for parkinson's disease using machine learning tools

R Laila, L Salwa, R Mohammed - 2020 10th International …, 2021 - ieeexplore.ieee.org
Parkinson's disease is a progressive nervous system disorder that affects movement, and
patients need periodic monitoring which is difficult for them and costs a lot. In recent years …

Machine learning based automatic prediction of Parkinson's disease using speech features

D Jain, AK Mishra, SK Das - Proceedings of International Conference on …, 2021 - Springer
Parkinson's disease is a severe neurodegenerative disease where primarily the motor
system of the human body gets affected. It is currently one of the leading causes of disability …

A hybrid approach to Parkinson disease classification using speech signal: the combination of smote and random forests

K Polat - 2019 scientific meeting on electrical-electronics & …, 2019 - ieeexplore.ieee.org
In this study, a novel method is proposed for the detection of Parkinson's disease with the
features obtained from the speech signals. Detection and early diagnosis of Parkinson's …

[HTML][HTML] Early diagnosis of Parkinson's disease based on non-motor symptoms: a descriptive and factor analysis

H Kuresan, D Samiappan, S Ghosh… - Journal of Ambient …, 2021 - Springer
Parkinson's disease (PD) occurs due to lack of dopamine-producing (" dopaminergic")
neurons predominately in the particular region of substantia nigra (SN) in the brain, with …