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 …

[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 Machine Learning Model for Prediction of Parkinson's Disease using Vocal Features

S Bangal, D Pawade, M Thakkar… - … on Advances in …, 2023 - ieeexplore.ieee.org
Parkinson's disease is a progressive neurological disorder which affects motor skills and is
characterized by symptoms such as muscle rigidity, tremors and difficulties in maintaining …

[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 …

Machine learning for the diagnosis of Parkinson's disease using speech analysis: a systematic review

C Bang, N Bogdanovic, G Deutsch… - International Journal of …, 2023 - Springer
As voice technology continues to advance, clinical analysis of acoustic measures in speech
patterns has the potential for early detection of Parkinson's disease (PD), the second most …

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 …

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 …

Parkinson's disease detection from voice using artificial intelligence techniques: A review

MH Ali, SL Mohammed, A Al-Naji - AIP Conference Proceedings, 2024 - pubs.aip.org
Parkinson's disease (PD) is a long-term neurodegenerative disorder affecting the human
motor system, resulting in many motor and non-motor characteristics. The disease arises as …

A Symphony of Signals: Machine Learning Enabled Parkinson's Disease Detection via Audio Analysis Through Various Algorithms

S Tiwari, K Raghuvanshi, S Mishra… - Advancement of …, 2024 - taylorfrancis.com
The disease of Parkinson's is a neurological progressive disease which can affect anyone
around the world and causes abnormalities in brain activity and motor function. For the early …

Empirical Analysis of Machine Learning Models on Parkinson's Speech Dataset

B Sachdeva, H Rathee, P Gambhir… - 2023 26th Conference …, 2023 - ieeexplore.ieee.org
Parkinson's disease (PD) is a chronic and progressive neurodegenerative disorder that
worsens over time. Diagnosing PD primarily relies on clinical assessments, which can be …