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 …

Bag of samplings for computer-assisted Parkinson's disease diagnosis based on recurrent neural networks

LCF Ribeiro, LCS Afonso, JP Papa - Computers in biology and medicine, 2019 - Elsevier
Parkinson's Disease (PD) is a clinical syndrome that affects millions of people worldwide.
Although considered as a non-lethal disease, PD shortens the life expectancy of the …

A novel closed-loop deep brain stimulation technique for parkinson's patients rehabilitation utilizing machine learning

B Faraji, K Rouhollahi, A Nezhadi… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Deep brain stimulation (DBS) is an effective treatment for movement problems caused by a
variety of neurodegenerative illnesses, including Parkinson's disease (PD). Researchers …

Adaptive multi symptoms control of Parkinson's disease by deep reinforcement learning

B Faraji, K Rouhollahi, SM Paghaleh… - … Signal Processing and …, 2023 - Elsevier
Parkinson's disease (PD) is one of the really frequent disorders, with hand and head tremors
and rigidity being the most common sequelae. Deep brain stimulation (DBS) is a common …

Long latency reflexes in clinical neurology: a systematic review

D Dhar, N Kamble, PK Pal - Canadian Journal of Neurological …, 2023 - cambridge.org
Background: Long latency reflexes (LLRs) are impaired in a wide array of clinical conditions.
We aimed to illustrate the clinical applications and recent advances of LLR in various …

Modeling of cerebellar transcranial electrical stimulation effects on hand tremor in Parkinson's disease

S Rahimi, F Towhidkhah, G Baghdadi… - Frontiers in Aging …, 2023 - frontiersin.org
Introduction Parkinson's disease (PD) is a neurodegenerative disorder with different motor
and neurocognitive symptoms. Tremor is a well-known symptom of this disease. Increasing …

Do the chaotic features of gait change in Parkinson's disease?

Y Sarbaz, F Towhidkhah, A Jafari… - Journal of theoretical …, 2012 - Elsevier
Some previous studies have focused on chaotic properties of Parkinson's disease (PD). It
seems that considering PD from dynamical systems perspective is a relevant method that …

Modeling the gait of normal and Parkinsonian persons for improving the diagnosis

Y Sarbaz, M Banaie, M Pooyan, S Gharibzadeh… - Neuroscience …, 2012 - Elsevier
In this study, we present a model for the gait of normal and Parkinson's disease (PD)
persons. Gait is semi-periodic and has fractal properties. Sine circle map (SCM) relation has …

Simultaneous control of rigidity and hand tremor by adaptive fuzzy Q-learning

B Faraji, SM Paghaleh, M Gheisarnejad… - … in Nonlinear Science …, 2024 - Elsevier
Deep brain stimulation (DBS) is a successful treatment for the symptoms of various
neurodegenerative diseases, including Parkinson's disease (PD). While DBS has been …

Advanced non-linear control based on artificial intelligence tuner for hand tremor suppression

B Faraji, K Rouhollahi, A Nezhadi… - Transactions of the …, 2023 - journals.sagepub.com
One of the most common symptoms among diverse patients (eg Parkinson's disease,
essential tremor) is hand tremor. Deep brain stimulation (DBS) has been a popular method …