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 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 …
Speech signal analysis using hybrid feature extraction technique for parkinson's disease prediction
PVK Pandey, SS Sahu - International Conference on Data Science and …, 2023 - Springer
Parkinson's disease (PD) is a neurodegenerative disorder that affects the motor system of
the body. Early detection and accurate diagnosis of PD are essential for timely intervention …
the body. Early detection and accurate diagnosis of PD are essential for timely intervention …
[PDF][PDF] Parkinson's disease detection using machine learning
S Singh, N Shingade, P Sarote, D Yelale… - International Journal of …, 2022 - researchgate.net
How does machine learning function, and what does it entail? Machine learning (ML) is an
artificial intelligence (AI) technique that enables software to improve prediction accuracy …
artificial intelligence (AI) technique that enables software to improve prediction accuracy …
[PDF][PDF] Detection of Parkinson's Disease using Machine Learning Algorithm
S Singh, D Yelale, P Sarote, N Shingade… - International Journal of …, 2022 - researchgate.net
Parkinson's disease is a condition in which dopamineproducing cells in the brain die.
Parkinson's disease symptoms appear as the amount of dopamine in the brain diminishes …
Parkinson's disease symptoms appear as the amount of dopamine in the brain diminishes …
A hybrid system for Parkinson's disease diagnosis using machine learning techniques
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 …
symptoms appear over time, so its early diagnosis is not easy. A neurologist can diagnose …
[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 …
occurs when the dopamine-producing cells are damaged in substantia nigra. To detect PD …
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 …
Linear and non-linear speech features for detection of Parkinson's disease
M Shahbakhti, D Taherifar… - The 6th 2013 biomedical …, 2013 - ieeexplore.ieee.org
Parkinson's disease (PD) was described by James Parkinson first time and it is now
recognized as the second common neurological disorder after Alzheimer. Since most of the …
recognized as the second common neurological disorder after Alzheimer. Since most of the …
Machine Learning Based Parkinson's Disease Detection from Enhanced Speech
KP Faseela, P Supriya - 2023 IEEE 4th Annual Flagship India …, 2023 - ieeexplore.ieee.org
Parkinson's Disease (PD) is a disorder that affects the brain and results in uncontrollable
movements. This disorder causes difficulty with balance and coordination. This paper aims …
movements. This disorder causes difficulty with balance and coordination. This paper aims …