A Machine Learning Model for Prediction of Parkinson's Disease using Vocal Features
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 …
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 …
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
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 …
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 …
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
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 …
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 …
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
Parkinson's disease is a neurological ailment that produces unintentional or uncontrolled
movements such as shaking, stiffness, and difficulties with balance and coordination …
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 …
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 …
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 …
neurological condition called Parkinson's disease (PD) affecting the motor movements …