Proposing a new approach based on convolutional neural networks and random forest for the diagnosis of Parkinson's disease from speech signals
Parkinson which occurs because of affected motor system by central nervous system is a
neurodegenerative disease which is often seen in community. This disease, which is …
neurodegenerative disease which is often seen in community. This disease, which is …
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 …
Machine learning approaches to identify Parkinson's disease using voice signal features
R Alshammri, G Alharbi, E Alharbi… - Frontiers in artificial …, 2023 - frontiersin.org
Parkinson's Disease (PD) is the second most common age-related neurological disorder
that leads to a range of motor and cognitive symptoms. A PD diagnosis is difficult since its …
that leads to a range of motor and cognitive symptoms. A PD diagnosis is difficult since its …
Improving Parkinson's disease recognition through voice analysis using deep learning
R Khaskhoussy, YB Ayed - Pattern Recognition Letters, 2023 - Elsevier
Parkinson's disease (PD) corresponds to one of the most common neurological diseases in
the world, which is mainly manifested by motor, cognitive, and language disorders. The …
the world, which is mainly manifested by motor, cognitive, and language disorders. The …
A hybrid approach for Parkinson's disease diagnosis with resonance and time-frequency based features from speech signals
J Goyal, P Khandnor, TC Aseri - Expert Systems with Applications, 2021 - Elsevier
Parkinson's Disease (PD) is a progressive neurological disorder that affects the functioning
of the brain. As PD progresses, there arises a problem of maintaining coordination between …
of the brain. As PD progresses, there arises a problem of maintaining coordination between …
Linear and non-linear speech features for detection of Parkinson's disease
M Shahbakhti, D Taherifar… - The 6th 2013 biomedical …, 2013 - ieeexplore.ieee.org
Parkinson's disease (PD) was described by James Parkinson first time and it is now
recognized as the second common neurological disorder after Alzheimer. Since most of the …
recognized as the second common neurological disorder after Alzheimer. Since most of the …
Enhancing Parkinson's disease diagnosis accuracy through speech signal algorithm modeling
OM El-Habbak, AM Abdelalim… - Computers …, 2022 - strathprints.strath.ac.uk
Parkinson's disease (PD), one of whose symptoms is dysphonia, is a prevalent
neurodegenerative disease. The use of outdated diagnosis techniques, which yield …
neurodegenerative disease. The use of outdated diagnosis techniques, which yield …
An unsupervised neural network feature selection and 1D convolution neural network classification for screening of parkinsonism
TS Mian - Diagnostics, 2022 - mdpi.com
Parkinson's disease (PD) is the second most common neurodegenerative disorder after
Alzheimer's disease. It has a slow progressing neurodegenerative disorder rate. PD patients …
Alzheimer's disease. It has a slow progressing neurodegenerative disorder rate. PD patients …
Speech processing for early Parkinson's disease diagnosis: machine learning and deep learning-based approach
R Khaskhoussy, YB Ayed - Social Network Analysis and Mining, 2022 - Springer
Speech production disorders during Parkinson's Disease (PD) stand for one of the clinical
markers which are representative of the evolution of motor and cognitive disability …
markers which are representative of the evolution of motor and cognitive disability …
Parkinson's disease classification from speech signal parameters using deep neural network
P Deepa, R Khilar - 2022 IEEE 4th International Conference on …, 2022 - ieeexplore.ieee.org
A variety of motor and cognitive symptoms are present in people with Parkinson's disease
(PD), a chronic degenerative condition. Since PD symptoms are quite similar to those of …
(PD), a chronic degenerative condition. Since PD symptoms are quite similar to those of …