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] 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 …

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 …

A hybrid system for Parkinson's disease diagnosis using machine learning techniques

R Lamba, T Gulati, HF Alharbi, A Jain - International Journal of Speech …, 2022 - Springer
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 …

Parkinson's Disease Diagnosis Using Voice Features and Effective Machine Learning Methods

S Goyal, A Kaur, N Batra, R Chauhan - Intelligent Technologies and …, 2024 - igi-global.com
A neurodegenerative condition that largely affects the central nervous system is Parkinson's
disease, and subtle changes in the early stages of this disease make accurate diagnosis …

[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] Prediction of Parkinson's Disease from Voice Measurements using Machine Learning Classification Algorithms

A Azam, T Ashraf, A Al Asad, KN Anwar, IZ Chowdhury - researchgate.net
Parkinson's disease is a neurological ailment that produces unintentional or uncontrolled
movements such as shaking, stiffness, and difficulties with balance and coordination …

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 …

[PDF][PDF] Pathological Voice Signal Analysis Using Machine Learning Based Approaches.

Y Alemami, L Almazaydeh - Comput. Inf. Sci., 2018 - pdfs.semanticscholar.org
Voice signal analysis is becoming one of the most significant examination in clinical practice
due to the importance of extracting related parameters to reflect the patient's health. In this …

Machine Learning Algorithmsfor Diagnosis of Parkinson's disease Based on Voice Characteristics

PS Manoj, KSK Reddy, M Sambath… - … on Advances in …, 2023 - ieeexplore.ieee.org
Bradykinesia, tremors, rigidity, and postural instability are symptoms of a degenerative
neurological condition called Parkinson's disease (PD) affecting the motor movements …