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 …
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 …
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 …
disorder that affects the movements. Early symptoms of parkinson disease are speech …
Identification of Parkinson's disease from speech signal using machine learning approach
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 …
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 …
of the brain. As PD progresses, there arises a problem of maintaining coordination between …
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 …
patients need periodic monitoring which is difficult for them and costs a lot. In recent years …
A speech-based hybrid decision support system for early detection of Parkinson's disease
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 …
Most patients complain of voice or speech abnormalities during the nascent stage of this …
Machine learning based automatic prediction of Parkinson's disease using speech features
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 …
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 …
features obtained from the speech signals. Detection and early diagnosis of Parkinson's …
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 …
neurons predominately in the particular region of substantia nigra (SN) in the brain, with …