An intelligent system for Parkinson's diagnosis using hybrid feature selection approach

R Lamba, T Gulati, A Jain - International Journal of Software …, 2022 - igi-global.com
Parkinson's is the second most common neurodegenerative disorder after Alzheimer's
disease which adversely affects the nervous system of the patients. During the nascent …

A hybrid feature selection approach for parkinson's detection based on mutual information gain and recursive feature elimination

R Lamba, T Gulati, A Jain - Arabian Journal for Science and Engineering, 2022 - Springer
Parkinson's disease, which affects the neurological system of patients, is the second most
common neurodegenerative ailment after Alzheimer's disease. Parkinson's disease is most …

[PDF][PDF] Development of intelligent Parkinson disease detection system based on machine learning techniques using speech signal

MY Thanoun, MT Yaseen… - Int. J. Adv. Sci. Eng. Inf …, 2021 - researchgate.net
Parkinson's disease is a brain condition that induces difficulty walking, standing,
concentrating, trembling, and weakness. Parkinson's symptoms typically begin slowly and …

Low cost Parkinson's disease early detection and classification based on voice and electromyography signal

FT Putri, M Ariyanto, W Caesarendra, R Ismail… - … Intelligence for Pattern …, 2018 - Springer
Parkinson's disease (PD) is one of the health problems concerning for elderly population.
Manageable symptom is an important thing for Parkinson's sufferer in order to be …

Analysis of Parkinson's disease diagnosis using a combination of Genetic Algorithm and Recursive Feature Elimination

J Goyal, P Khandnor, TC Aseri - 2020 Fourth World Conference …, 2020 - ieeexplore.ieee.org
Parkinson's disease is a neurological disorder which affects different body parts. Voice
distortion is one of the early symptoms to appear. It is present in most of the Parkinson …

Early Parkinson disease detection using audio signal processing

M Bansal, SJR Upali, S Sharma - … in Data Mining and Information Security …, 2022 - Springer
Parkinson disease is a long terms degenerative disorder and it has been found in the
studies that a person diagnosed with PD suffers several speech impairments and this …

A speech-based hybrid decision support system for early detection of Parkinson's disease

R Lamba, T Gulati, A Jain, P Rani - Arabian Journal for Science and …, 2023 - Springer
Parkinson's disease is a neurological illness that affects individuals at the later stage of life.
Most patients complain of voice or speech abnormalities during the nascent stage of this …

[PDF][PDF] Automatic recognition of Parkinson's disease via artificial neural network and support vector machine

A Sharma, RN Giri - International Journal of Innovative Technology and …, 2014 - Citeseer
Parkinson's Disease (PD) is the next mainly common neurodegenerative disease only
exceeds by Alzheimer's Disease (AD). Parkinson's disease is a general disease of central …

Diagnosis of Parkinson's Disease Using Machine Learning Algorithms

K Thakur, DS Kapoor, KJ Singh, A Sharma… - Congress on Intelligent …, 2022 - Springer
Parkinson's disease is an age-related nervous system disorder that impacts movement of
the human body. Cure of this disease is yet unknown, but a patient's quality of life can be …

Parkinson's disease classification using machine learning algorithms: performance analysis and comparison

A Ouhmida, A Raihani, B Cherradi… - 2022 2nd international …, 2022 - ieeexplore.ieee.org
Detection of Parkinson's disease remains challenge for physicians, especially, in the clinical
field due to the difficulty of cure. Thus, algorithms of classification have the main role in the …