Search Results - "Ali, Abdelmgeid A"

Heart disease risk factors detection from electronic health records using advanced NLP and deep learning techniques by Houssein, Essam H., Mohamed, Rehab E., Ali, Abdelmgeid A.

“…Heart disease remains the major cause of death, despite recent improvements in prediction and prevention. Risk factor identification is the main step in…”
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An Efficient Slime Mould Algorithm Combined with k-Nearest Neighbor for Medical Classification Tasks by Wazery, Yaser M., Saber, Eman, Houssein, Essam H., Ali, Abdelmgeid A., Amer, Eslam

“…Growing science and medical technologies have produced a massive amount of knowledge on different scales of biological systems. By processing various amounts…”
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Machine Learning Techniques for Biomedical Natural Language Processing: A Comprehensive Review by Houssein, Essam H., Mohamed, Rehab E., Ali, Abdelmgeid A.

“…The widespread use of electronic health records (EHR) systems in health care provides a large amount of real-world data, leading to new areas for clinical…”
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Applying Deep Learning Methods on Time-Series Data for Forecasting COVID-19 in Egypt, Kuwait, and Saudi Arabia by Omran, Nahla F., Abd-el Ghany, Sara F., Saleh, Hager, Ali, Abdelmgeid A., Gumaei, Abdu, Al-Rakhami, Mabrook

“…The novel coronavirus disease (COVID-19) is regarded as one of the most imminent disease outbreaks which threaten public health on various levels worldwide…”
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Predicting Coronavirus Pandemic in Real-Time Using Machine Learning and Big Data Streaming System by Sahal, Radhya, Younis, Eman M. G., Saleh, Hager, Zhang, Xiongwei, Ali, Abdelmgeid A.

“…Twitter is a virtual social network where people share their posts and opinions about the current situation, such as the coronavirus pandemic. It is considered…”
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Multiple Strategies Boosted Orca Predation Algorithm for Engineering Optimization Problems by Houssein, Essam H., Saad, Mohammed R., Ali, Abdelmgeid A., Shaban, Hassan

“…This paper proposes an enhanced orca predation algorithm (OPA) called the Lévy flight orca predation algorithm (LFOPA). LFOPA improves OPA by integrating the…”
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Adapting transformer-based language models for heart disease detection and risk factors extraction by Houssein, Essam H., Mohamed, Rehab E., Hu, Gang, Ali, Abdelmgeid A.

“…Efficiently treating cardiac patients before the onset of a heart attack relies on the precise prediction of heart disease. Identifying and detecting the risk…”
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Ensemble Learning Based on Hybrid Deep Learning Model for Heart Disease Early Prediction by Almulihi, Ahmed, Saleh, Hager, Hussien, Ali Mohamed, Mostafa, Sherif, El-Sappagh, Shaker, Alnowaiser, Khaled, Ali, Abdelmgeid A, Refaat Hassan, Moatamad

“…Many epidemics have afflicted humanity throughout history, claiming many lives. It has been noted in our time that heart disease is one of the deadliest…”
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A New Chaotic-Based RGB Image Encryption Technique Using a Nonlinear Rotational 16 × 16 DNA Playfair Matrix by Ibrahim, Dina, Ahmed, Kareem, Abdallah, Mohamed, Ali, AbdElmgeid A.

“…Due to great interest in the secure storage and transmission of color images, the necessity for an efficient and robust RGB image encryption technique has…”
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Automated Diagnosis for Colon Cancer Diseases Using Stacking Transformer Models and Explainable Artificial Intelligence by Gabralla, Lubna Abdelkareim, Hussien, Ali Mohamed, AlMohimeed, Abdulaziz, Saleh, Hager, Alsekait, Deema Mohammed, El-Sappagh, Shaker, Ali, Abdelmgeid A, Refaat Hassan, Moatamad

“…Colon cancer is the third most common cancer type worldwide in 2020, almost two million cases were diagnosed. As a result, providing new, highly accurate…”
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Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review by Houssein, Essam H., Emam, Marwa M., Ali, Abdelmgeid A., Suganthan, Ponnuthurai Nagaratnam

“…Breast cancer is the second leading cause of death for women, so accurate early detection can help decrease breast cancer mortality rates. Computer-aided…”
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Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review by Houssein, Essam H., Hammad, Asmaa, Ali, Abdelmgeid A.

“…Affective computing, a subcategory of artificial intelligence, detects, processes, interprets, and mimics human emotions. Thanks to the continued advancement…”
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Ear recognition using local binary patterns: A comparative experimental study by Hassaballah, M., Alshazly, Hammam A., Ali, Abdelmgeid A.

“…•A comparative study of ear recognition using local binary patterns variants is done.•A new texture operator is proposed and used as an ear feature…”
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Challenges and recommended technologies for the industrial internet of things: A comprehensive review by Younan, Mina, Houssein, Essam H., Elhoseny, Mohamed, Ali, Abdelmgeid A.

“…•Introduce the state-of-the-art challenges and recommended technologies in IoT.•Present overview for ICT and proposes a framework for integrating them in IoT…”
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An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm by Houssein, Essam H., Emam, Marwa M., Ali, Abdelmgeid A.

“…Thermography images are a helpful screening tool that can detect breast cancer by showing the body parts that indicate an abnormal change in temperature…”
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Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images by Houssein, Essam H., Emam, Marwa M., Ali, Abdelmgeid A.

“…Coronavirus disease 2019 (COVID-19) is pervasive worldwide, posing a high risk to people’s safety and health. Many algorithms were developed to identify…”
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Centroid mutation-based Search and Rescue optimization algorithm for feature selection and classification by Houssein, Essam H., Saber, Eman, Ali, Abdelmgeid A., Wazery, Yaser M.

“…Massive data is generated as a result of technological innovations in various fields. Medical data sets often have extremely complex dimensions with limited…”
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An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm by Houssein, Essam H., Emam, Marwa M., Ali, Abdelmgeid A.

“…Breast cancer is the second leading cause of death in women; therefore, effective early detection of this cancer can reduce its mortality rate. Breast cancer…”
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Gene selection based on recursive spider wasp optimizer guided by marine predators algorithm by Osama, Sarah, Ali, Abdelmgeid A., Shaban, Hassan

“…Detecting tumors using gene analysis in microarray data is a critical area of research in artificial intelligence and bioinformatics. However, due to the large…”
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An enhanced Coati Optimization Algorithm for global optimization and feature selection in EEG emotion recognition by Houssein, Essam H., Hammad, Asmaa, Emam, Marwa M., Ali, Abdelmgeid A.

“…Emotion recognition based on Electroencephalography (EEG) signals has garnered significant attention across diverse domains including healthcare, education,…”
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