Soft computing techniques for biomedical data analysis: open issues and challenges

EH Houssein, ME Hosney, MM Emam… - Artificial Intelligence …, 2023 - Springer
In recent years, medical data analysis has become paramount in delivering accurate
diagnoses for various diseases. The plethora of medical data sources, encompassing …

Dynamic candidate solution boosted beluga whale optimization algorithm for biomedical classification

EH Houssein, A Sayed - Mathematics, 2023 - mdpi.com
In many fields, complicated issues can now be solved with the help of Artificial Intelligence
(AI) and Machine Learning (ML). One of the more modern Metaheuristic (MH) algorithms …

Application of modified artificial hummingbird algorithm in optimal power flow and generation capacity in power networks considering renewable energy sources

MM Emam, EH Houssein, MA Tolba, MM Zaky… - Scientific Reports, 2023 - nature.com
Today's electrical power system is a complicated network that is expanding rapidly. The
power transmission lines are more heavily loaded than ever before, which causes a host of …

Integrating metaheuristics and artificial intelligence for healthcare: basics, challenging and future directions

EH Houssein, E Saber, AA Ali, YM Wazery - Artificial Intelligence Review, 2024 - Springer
Accurate and rapid disease detection is necessary to manage health problems early. Rapid
increases in data amount and dimensionality caused challenges in many disciplines, with …

Optimizing cancer diagnosis: A hybrid approach of genetic operators and Sinh Cosh Optimizer for tumor identification and feature gene selection

MM Emam, EH Houssein, NA Samee… - Computers in Biology …, 2024 - Elsevier
The identification of tumors through gene analysis in microarray data is a pivotal area of
research in artificial intelligence and bioinformatics. This task is challenging due to the large …

A modified weighted mean of vectors optimizer for Chronic Kidney disease classification

EH Houssein, A Sayed - Computers in Biology and Medicine, 2023 - Elsevier
Chronic kidney Disease (CKD), also known as chronic renal disease, is an illness that
affects the majority of adults and is defined by a progressive decrease in kidney function …

Efficient bladder cancer diagnosis using an improved RIME algorithm with Orthogonal Learning

ME Hosney, EH Houssein, MR Saad, NA Samee… - Computers in Biology …, 2024 - Elsevier
Bladder cancer (BC) diagnosis presents a critical challenge in biomedical research,
necessitating accurate tumor classification from diverse datasets for effective treatment …

Modified orca predation algorithm: developments and perspectives on global optimization and hybrid energy systems

MM Emam, HA El-Sattar, EH Houssein… - Neural Computing and …, 2023 - Springer
This paper provides a novel, unique, and improved optimization algorithm called the
modified Orca Predation Algorithm (mOPA). The mOPA is based on the original Orca …

An adaptive sand cat swarm algorithm based on cauchy mutation and optimal neighborhood disturbance strategy

X Wang, Q Liu, L Zhang - Biomimetics, 2023 - mdpi.com
Sand cat swarm optimization algorithm (SCSO) keeps a potent and straightforward meta-
heuristic algorithm derived from the distant sense of hearing of sand cats, which shows …

Optimizing feedforward neural networks using a modified weighted mean of vectors: Case study chemical datasets

EH Houssein, ME Hosney, MM Emam, D Oliva… - Swarm and Evolutionary …, 2024 - Elsevier
This paper proposes a modified version of the weighted mean of vectors algorithm (mINFO),
which combines the strengths of the INFO algorithm with the Enhanced Solution Quality …