A review of presented mathematical models in Parkinson's disease: black-and gray-box models
Y Sarbaz, H Pourakbari - Medical & biological engineering & computing, 2016 - Springer
Abstract Parkinson's disease (PD), one of the most common movement disorders, is caused
by damage to the central nervous system. Despite all of the studies on PD, the formation …
by damage to the central nervous system. Despite all of the studies on PD, the formation …
Wavelet-based characterization of gait signal for neurological abnormalities
E Baratin, L Sugavaneswaran, K Umapathy, C Ioana… - Gait & posture, 2015 - Elsevier
Studies conducted by the World Health Organization (WHO) indicate that over one billion
suffer from neurological disorders worldwide, and lack of efficient diagnosis procedures …
suffer from neurological disorders worldwide, and lack of efficient diagnosis procedures …
Combining homomorphic filtering and recurrent neural network in gait signal analysis for neurodegenerative diseases detection
M Saljuqi, P Ghaderyan - Biocybernetics and Biomedical Engineering, 2023 - Elsevier
Automatic, cost-effective, and reliable detection of neurodegenerative diseases (NDs) is one
of the important issues in clinical practice. The main idea of the proposed method in this …
of the important issues in clinical practice. The main idea of the proposed method in this …
A novel method based on matching pursuit decomposition of gait signals for Parkinson's disease, Amyotrophic lateral sclerosis and Huntington's disease detection
M Saljuqi, P Ghaderyan - Neuroscience Letters, 2021 - Elsevier
Abstract Background and Objective An accurate detection of neurodegenerative diseases
(NDDs) definitely improves the life of patients and has attracted growing attention. Methods …
(NDDs) definitely improves the life of patients and has attracted growing attention. Methods …
Early Detection of Amyotrophic Lateral Sclerosis (ALS) using the Gait Motor Signal Frequency Analysis
Background: ALS is a progressive neuro-muscular disease, which is characterized by motor
neuron loss in the Central Nervous System (CNS) and Peripheral Nervous System (PNS) …
neuron loss in the Central Nervous System (CNS) and Peripheral Nervous System (PNS) …
Introducing a decision support system for multiple sclerosis based on postural tremor: a hope for separation of people who might be affected by multiple sclerosis in …
Y Sarbaz, H Pourakbari, MH Vojudi… - … : Applications, Basis and …, 2017 - World Scientific
Multiple Sclerosis (MS) is a progressive and disabling autoimmune disease of the Central
Nervous System (CNS). Regretfully, no reliable MS diagnostic test has been proposed so …
Nervous System (CNS). Regretfully, no reliable MS diagnostic test has been proposed so …
Gait pattern discrimination of ALS patients using classification methods
S BİLGİN, ZE Akin - Turkish Journal of Electrical Engineering …, 2018 - journals.tubitak.gov.tr
Amyotrophic lateral sclerosis (ALS) is a mortal and idiopathic neurodegenerative
disturbance of the human motor system. The disturbances of locomotion due to …
disturbance of the human motor system. The disturbances of locomotion due to …
[HTML][HTML] A grey box neural network model of basal ganglia for gait signal of patients with huntington disease
A Pourhedayat, Y Sarbaz - Basic and Clinical Neuroscience, 2016 - ncbi.nlm.nih.gov
Methods: We used artificial neural networks (ANN) and predetermined data to model healthy
state behavior, and then we trained patients with HD with this model. All blocks and relations …
state behavior, and then we trained patients with HD with this model. All blocks and relations …
Naive Bayes classification of neurodegenerative diseases by using discrete wavelet transform
S Bilgin, AC Güzeler - 2015 19th National Biomedical …, 2015 - ieeexplore.ieee.org
The main objective of this study is the detection and analysis of some neurodegenerative
disorders. It is possible to determine the classification of Especially ALS (Amyotrophic …
disorders. It is possible to determine the classification of Especially ALS (Amyotrophic …
[PDF][PDF] Detection of neurodegenerative diseases using time-frequency symmetric features of gait signal
M Saljuqi, P Ghaderyan - Iranian Journal of Biomedical Engineering, 2021 - ijbme.org
In the recent years, the diagnosis of Neurodegenerative Diseases (NDDs) has been one of
the most challenging problems in the medical fields. Amyotrophic Lateral Sclerosis (ALS) …
the most challenging problems in the medical fields. Amyotrophic Lateral Sclerosis (ALS) …