A Comparison of Machine Learning Algorithms for Parkinson's Disease Detection

TA Vu, NTT Ha, HQ Huy, NV Dung… - 2023 12th …, 2023 - ieeexplore.ieee.org
Parkinson's disease is a progressive condition that impacts the neurological system and the
areas of the body that are under the control of the nerves. Detecting and diagnosing PD …

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's Disease Detection Using Machine Learning Algorithms

D Dutta, S Pahadsingh, SK Routray… - 2023 IEEE 4th KhPI …, 2023 - ieeexplore.ieee.org
In order to come up with an efficient method for the discovery of Parkinson's Disease (PD),
various research papers were taken into consideration that are dependent on Parkinson's …

Early Parkinson's Disease Detection Using by Machine Learning Approach

AA Adekunle, OB Joseph… - Asian Journal of …, 2023 - info.stmdigitallibrary.com
Parkinson's disease (PD) is a progressive neurodegenerative disorder that affects
movement and motor skills. Early diagnosis and treatment of Parkinson's disease are crucial …

Machine Learning Models for Parkinson's Detection Using Features of Speech

N Gulati, S Gupta - … on Cloud Computing, Data Science & …, 2024 - ieeexplore.ieee.org
This research provides analysis of biomedical voice measurements based dataset and final
performance results of Support Vector Machine and Random Forest Classifier. The …

Machine Learning Techniques for Parkinson's Disease Detection

V Sanjay, P Swarnalatha - 2022 Smart Technologies …, 2022 - ieeexplore.ieee.org
A neurological disease is Parkinson's disease. It causes trembling in the hands, trouble
walking, losing balance, and coordination. In the high-level stage, there is no access to …

[PDF][PDF] Detection of Parkinson's Disease Using Machine Learning and Deep Learning Algorithms

SK Kulkarni, KR Sumana - International Journal of Engineering …, 2021 - researchgate.net
Neurological diseases, like as Parkinson's disease (PD), may be studied using biomarkers
obtained from human speech. PD is a progressive neurodegenerative illness that affects …

Parkinson's Disease Detection from Speech Signals Using Explainable Artificial Intelligence

GS Krishna, K Supriya, V Mishra… - TENCON 2023-2023 …, 2023 - ieeexplore.ieee.org
Parkinson's disease (PD) is a neurological condition that is on the rise and disrupts the
nervous system. However, there is no specific diagnosis for Parkinson's disease; only a …

Detecting Parkinson's disease with sustained phonation and speech signals using machine learning techniques

JS Almeida, PP Rebouças Filho, T Carneiro… - Pattern Recognition …, 2019 - Elsevier
This study investigates the processing of voice signals for detecting Parkinson's disease.
This disease is one of the neurological disorders that affect people in the world most. The …

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 …