Parkinson's disease diagnosis based on multivariate deep features of speech signal
P Khojasteh, R Viswanathan… - 2018 IEEE life …, 2018 - ieeexplore.ieee.org
Parkinson's disease (PD) is known as neurodegenerative disorder causing speech
impairment in patients. Therefore, voice recording has been used as useful tool for …
impairment in patients. Therefore, voice recording has been used as useful tool for …
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 …
Recognition of parkinson's disease based on residual neural network and voice diagnosis
F Huang, H Xu, T Shen, L Jin - 2021 IEEE 5th Information …, 2021 - ieeexplore.ieee.org
In order to reduce the clinical diagnosis of Parkinson's disease on the scale and wearable
equipment and doctors' clinical experience of excessive dependence, provide new ideas for …
equipment and doctors' clinical experience of excessive dependence, provide new ideas for …
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 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 …
Stacked auto-encoder based Time-frequency features of Speech signal for Parkinson disease prediction
Proper classification between normal and Parkinson affected people is an important topic in
recent years. From the last two decades, the number of methods has been proposed for the …
recent years. From the last two decades, the number of methods has been proposed for the …
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 …
An exploration on feature extraction and classification techniques for dysphonic speech disorder in Parkinson's Disease
S Sharanyaa, PN Renjith, K Ramesh - Inventive Communication and …, 2022 - Springer
Parkinson's disease is a neurodegenerative disorder, and it is a progressive disease that
affects the human lifestyle. The survey described here paves the way to understand how the …
affects the human lifestyle. The survey described here paves the way to understand how the …
Efficiency of voice features based on consonant for detection of Parkinson's disease
R Viswanathan, P Khojasteh… - 2018 IEEE life …, 2018 - ieeexplore.ieee.org
The objective of the study is to determine the efficiency of features extracted from sustained
voiced consonant/m/in the diagnosis of Parkinson's Disease (PD). The diagnostics …
voiced consonant/m/in the diagnosis of Parkinson's Disease (PD). The diagnostics …
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 …
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