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 …

[PDF][PDF] Machine Learning Based Idiopathic Parkinson's Disease Detection Using Speech Data.

M Raheem - Webology, 2022 - researchgate.net
Abstract The World Health Organization (WHO) has identified neurodegenerative disorders
as one of the critical threats to public health. Currently, it is estimated that 16 out of 60 …

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 …

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 …

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 voice-based early detection of Parkinson's disease

A Hussain, A Sharma - 2022 2nd International Conference on …, 2022 - ieeexplore.ieee.org
Neurodegenerative, progressive diseases having multiple motor and non-motor
characteristics are mainly associated with Parkinson's disease (PD). A person suffering from …

[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 …

[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 …

Detection of Parkinson's Disease Using Machine Learning: A Case Study

AS Rathore, AC Rajan, A Kanwal… - … in Engineering and …, 2023 - ieeexplore.ieee.org
Detecting Parkinson's disease is a complex task that comprises of examining different
aspects of the body, mind, and the nervous system. But researchers have discovered a new …

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 …