Mahmoud Ragab

Al-Azhar University — Egypt

Computer Science · Physical Sciences

23h-index1.8kcitations174works5.12yr avg
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Research Topics

Network Security and Intrusion Detection(23), AI in cancer detection(20), Anomaly Detection Techniques and Applications(18), COVID-19 diagnosis using AI(17), Advanced Malware Detection Techniques(14)

Publications174 total

Medical Feature Extraction From Clinical Examination Notes: Development and Evaluation of a Two-Phase Large Language Model Framework
JMIR Medical Informatics·2025Open Access
Holo-FAFL: Cross-Modal Feature Augmentation and Latency-Aware Asynchronous Federated Learning for Holographic IoT Systems
IEEE Transactions on Consumer Electronics·2025
Integrating convolutional stacked long short-term memory with bio-inspired algorithm for secure unmanned aerial vehicle communication in SDN environment
Results in Engineering·2025Open Access
Leveraging artificial intelligence-driven deep structured learning based threat detection system for large scale communication environment
Journal of Radiation Research and Applied Sciences·2025Open Access
Smart mobile application for real-time monitoring and prediction of pilgrim crowd activities in Hajj and Umrah using wearable sensors
Alexandria Engineering Journal·2025Open Access
Advanced Artificial Intelligence with Ensemble Learning Model for Early and Accurate Diagonis of Neurogenetic Disorder in Mental Healthcare (Preprint)
2025
Correction: Ragab et al. Improved Artificial Rabbits Optimization with Ensemble Learning-Based Traffic Flow Monitoring on Intelligent Transportation System. Sustainability 2023, 15, 12601
Sustainability·2025Open Access
Medical Feature Extraction From Clinical Examination Notes: Development and Evaluation of a Two-Phase Large Language Model Framework (Preprint)
2025Open Access
An efficient trustworthy cyberattack defence mechanism system for self guided federated learning framework using attention induced deep convolution neural networks
Scientific Reports·2025· 1 citedOpen Access
Smart Parking in Sustainable Environment: Challenges and Future Perspectives
2025
An exploratory analysis of longitudinal artificial intelligence for cognitive fatigue detection using neurophysiological based biosignal data
Scientific Reports·2025· 1 citedOpen Access
Classification of human-written and AI-generated sentences using a hybrid CNN-GRU model optimized by the spotted hyena algorithm
Alexandria Engineering Journal·2025· 2 citedOpen Access
Improved security for IoT-based remote healthcare systems using deep learning with jellyfish search optimization algorithm
Scientific Reports·2025· 8 citedOpen Access
Enhancing Flight Delay Prediction Using Residual Neural Networks (ResNets)
Metallurgical and Materials Engineering·2025Open Access
Automated detection of ChatGPT-generated text vs. human text using gannet-optimized deep learning
Alexandria Engineering Journal·2025· 2 citedOpen Access
An empirical evaluation of fuzzy bidirectional long short-term memory with soft computing based decision-making model for predicting volatility of cryptocurrencies
Scientific Reports·2025· 2 citedOpen Access
Harnessing feature pruning with optimal deep learning-based distributed denial of service cyberattack detection on IoT environment
Alexandria Engineering Journal·2025· 8 citedOpen Access
Tropical Cyclone Intensity Prediction using Bayesian Machine Learning with Marine Predators Algorithm on Satellite Cloud Imagery
Ain Shams Engineering Journal·2025· 1 citedOpen Access
Safeguarding IoT consumer devices: Deep learning with TinyML driven real-time anomaly detection for predictive maintenance
Ain Shams Engineering Journal·2025· 25 citedOpen Access
Harnessing variable reduction approach with deep recurrent neural network for student’s academic performance analysis
Alexandria Engineering Journal·2025· 3 citedOpen Access
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Frequent Co-authors

Abdullah Alghamdi(16), Romany F. Mansour(10), Iyad Katib(5), Fatmah Yousef Assiri(5), Rasha A. Mansouri(4), Hesham A. Abdushkour(4), Diaa Hamed(4), Louai A. Maghrabi(4), Dheyaaldin Alsalman(4), Deepika Koundal(3), Wajdi Aljedaibi(3), Ibrahim R. Alzahrani(3), Nabil A. Alhakamy(3), Turki Althaqafi(3), Jaber Alyami(2), Ahmed E. Abouelregal(2), Ehab Bahaudien Ashary(2), S. M. Abo‐Dahab(2), Zhennao Cai(2), Huiling Chen(2)