[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 …

[PDF][PDF] Early Detection of Parkinson Disease using Machine Learning

A Pawar, P Shinde, M Tambe, D Uike, S Pawar - researchgate.net
Parkinson's disease (PD) is an incapacitating condition that lowers lifestyle quality. It occurs
because dopamine-producing cells in the substantia nigra region of the central nervous …

[PDF][PDF] Diagnosis of Parkinson's disorder through speech data using machine learning algorithms

MS Abhishek, CR Chethan, CR Aditya… - Volume-9 Issue-3 …, 2020 - researchgate.net
Parkinson's disease is a neurodegenerative disorder that affects millions of people around
the globe. Detecting Parkinson's disease at an earlier stage could help to better diagnose …

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 …

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 …

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 …

Different Machine Learning Algorithms for Parkinson's Disease Detection Using Speech Signals

CS Raje, PH Kulkarni, R Deshmukh - International Conference on …, 2023 - Springer
A neurodegenerative disorder affecting the brain's neurological, physiological, and
behavioral systems is called Parkinson's disease (PD). In the early stages of the condition …

Automated Diagnosis of Parkinson's Disease using Speech Signals with Machine Learning

P Mann, A Jha, R Rani, G Jaiswal… - … 26th Conference of …, 2023 - ieeexplore.ieee.org
Parkinson's Disease ranks as the second most common chronic neurodegenerative
condition that affects the CNS by killing the cells containing dopamine and its receptors …

Parkinson's disease detection from voice and speech data using machine learning

A Pramanik, A Sarker - Proceedings of International Joint Conference on …, 2021 - Springer
Parkinson's Disease (PD) is a growing neurological disease that causes dysfunction in the
nervous system. But, there is no specific diagnosis for PD and it can be only be detected …

[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 …