Feature selection for colon cancer detection using k-means clustering and modified harmony search algorithm

JH Bae, M Kim, JS Lim, ZW Geem - Mathematics, 2021 - mdpi.com
This paper proposes a feature selection method that is effective in distinguishing colorectal
cancer patients from normal individuals using K-means clustering and the modified harmony …

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 …

Adaptive Drug Delivery to Control Mean Arterial Blood Pressure by Reinforcement Fuzzy Q-learning

R Zhang, Z Li, X Pan, Z Ma, Y Dai… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Sodium nitroprusside (SNP) typically operates in an open-loop configuration, despite the
fact that it may successfully regulate blood pressure (BP) in many situations. Because 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 …

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 …

Ultra-Local Model Control of Parkinson's Patients Based on Machine Learning

B Faraji, D Khezri - Journal of Advanced Sport Technology, 2021 - jast.uma.ac.ir
Parkinson's disease (PD) is one of the most privileged neurodegenerative, which has had
an upward trend in recent decades. The most important complications of PD are tremor …