Detection of Parkinson's disease (PD) based on speech recordings using machine learning techniques
AA Abdullah, NN Norazman… - … on Innovation and …, 2020 - ieeexplore.ieee.org
There are some neurodegenerative diseases which are unable to cure such as Parkinson's
disease (PD) and Hungtinton's disease due to the death of certain parts in the brain that is …
disease (PD) and Hungtinton's disease due to the death of certain parts in the brain that is …
Parkinson's disease detection using multiple speech signals
TV Priya, S Sivapatham, A Kar - 2020 IEEE 4th Conference on …, 2020 - ieeexplore.ieee.org
Parkinson's disease (PD) is the most common progressive neurodegenerative disorder. The
symptoms of PD are classified into motor and non-motor. The non-motor symptoms are …
symptoms of PD are classified into motor and non-motor. The non-motor symptoms are …
Machine learning approaches for detection and diagnosis of Parkinson's disease-a review
Parkinson's disease (PD) is disabling disease that affects the quality of life. It belimps due to
the death of cells that produce dopamine's in the substantia nigra part of the central nervous …
the death of cells that produce dopamine's in the substantia nigra part of the central nervous …
Advanced and effective classification of Parkinson's disease using enhanced neural networks
A disease that causes due to degeneration in the nerve cells in brain parts with which
movements are controlled is a Parkinson's disease. Parkinson's disease increased its …
movements are controlled is a Parkinson's disease. Parkinson's disease increased its …
Speech Parameter and Deep Learning Based Approach for the Detection of Parkinson's Disease
Parkinson's disease is one of the common chronic and progressive neurodegenerative
diseases across the globe. Speech parameters are the most important indicators that can be …
diseases across the globe. Speech parameters are the most important indicators that can be …
Parkinson's disease identification using KNN and ANN Algorithms based on Voice Disorder
O Asmae, R Abdelhadi, C Bouchaib… - … Research in Applied …, 2020 - ieeexplore.ieee.org
In recent years, speech signal processing has benefited from a lot of attention, because of its
widespread application. In this study, we have led a comparative analysis for efficient …
widespread application. In this study, we have led a comparative analysis for efficient …
Classification of Parkinson's disease using speech attributes with parametric and nonparametric machine learning techniques
S Sharanyaa, PN Renjith… - 2020 3rd international …, 2020 - ieeexplore.ieee.org
Parkinson's disease is a neurological disorder that affects the central nervous system which
results in improper functioning of body movements including difficulty in speaking, walking …
results in improper functioning of body movements including difficulty in speaking, walking …
Parkinson's disease Diagnosis using Voice Signals by Machine Learning Approach
DA Vigneswari, J Aravinth - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Parkinson's Disease (PD) is a chronic neurologic deteriorating condition produced by
mislaying of dopamine-producing cells within the cerebrum. These dopamine-producing …
mislaying of dopamine-producing cells within the cerebrum. These dopamine-producing …
Voice-Based Deep Learning Medical Diagnosis System for Parkinson's Disease Prediction
Nowadays, the biomedical signal processing area (MSP) is one of the most important
research fields. It is often applied in medical diagnosis and early detection of neurological …
research fields. It is often applied in medical diagnosis and early detection of neurological …
Early detection of Parkinson's disease through speech features and machine learning: a review
AS Gullapalli, VK Mittal - ICT with Intelligent Applications: Proceedings of …, 2022 - Springer
Parkinson's Disease (PD) is a kind of neurodegenerative disorder. The disease causes
communication impairment based on its progression. In general, identification of PD carried …
communication impairment based on its progression. In general, identification of PD carried …
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