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Shaker H. Ali El-Sappagh · SciRah

Researcher profile · Semantic Scholar

Shaker H. Ali El-Sappagh

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Shaker H. Ali El-Sappagh — researcher profile on SciRah

h-index: 17
Works: 37
Citations: 1,406

Most-cited papers

Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications
Haseeb Javed, Shaker H. Ali El-Sappagh, Tamer Abuhmed
2024Artificial Intelligence Review205 citations Open access
Semantic Scholar
Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives
Simarjeet Kaur, Jimmy Singla, Lewis Nkenyereye, S. Jha +5 more
2020IEEE Access181 citations Open access
Semantic Scholar
Vision Transformer Model for Predicting the Severity of Diabetic Retinopathy in Fundus Photography-Based Retina Images
Waleed Nazih, Ahmad O. Aseeri, O. Atallah, Shaker H. Ali El-Sappagh
2023IEEE Access116 citations Open access
Semantic Scholar
Two-stage deep learning model for Alzheimer’s disease detection and prediction of the mild cognitive impairment time
Shaker H. Ali El-Sappagh, Hager Saleh, Farman Ali, Eslam Amer +1 more
2022Neural computing & applications (Print)100 citations
Semantic Scholar
Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson's disease
Muhammad Junaid, Sajid Ali, Fatma Eid, Shaker H. Ali El-Sappagh +1 more
2023Comput. Methods Programs Biomed.98 citations
Semantic Scholar
Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture
Fatma M. Talaat, Shaker H. Ali El-Sappagh, Khaled Alnowaiser, Esraa Hassan
2024BMC Medical Informatics and Decision Making79 citations Open access
Semantic Scholar
Colon Cancer Diagnosis Based on Machine Learning and Deep Learning: Modalities and Analysis Techniques
M. Tharwat, Nehal A. Sakr, Shaker H. Ali El-Sappagh, Hassan H. Soliman +2 more
2022Italian National Conference on Sensors69 citations Open access
Semantic Scholar
Heterogeneous Ensemble Deep Learning Model for Enhanced Arabic Sentiment Analysis
Hager Saleh, Sherif Mostafa, Abdullah Alharbi, Shaker H. Ali El-Sappagh +1 more
2022Italian National Conference on Sensors67 citations Open access
Semantic Scholar
Robust deep learning early alarm prediction model based on the behavioural smell for android malware
Eslam Amer, Shaker H. Ali El-Sappagh
2022Computers & security53 citations
Semantic Scholar
Optimized ensemble deep learning approach for accurate breast cancer diagnosis using transfer learning and grey wolf optimization
Esraa Hassan, Abeer Saber, Shaker H. Ali El-Sappagh, Nora El-Rashidy
2025Evolutionary Systematics51 citations
Semantic Scholar
Explainable Artificial Intelligence of Multi-Level Stacking Ensemble for Detection of Alzheimer’s Disease Based on Particle Swarm Optimization and the Sub-Scores of Cognitive Biomarkers
Abdulaziz Almohimeed, Redhwan M. A. Saad, Sherif Mostafa, Nora El-Rashidy +5 more
2023IEEE Access51 citations Open access
Semantic Scholar
Sepsis prediction in intensive care unit based on genetic feature optimization and stacked deep ensemble learning
Nora El-Rashidy, Tamer Abuhmed, Louai Alarabi, H. El-Bakry +3 more
2021Neural computing & applications (Print)51 citations
Semantic Scholar
Sustainable energy management in the AI era: a comprehensive analysis of ML and DL approaches
Haseeb Javed, Fatma Eid, Shaker H. Ali El-Sappagh, Tamer Abuhmed
2025Computing42 citations Open access
Semantic Scholar
Hybrid Enhanced Optimization-Based Intelligent Task Scheduling for Sustainable Edge Computing
M. Elaziz, Ibrahim Attiya, L. Abualigah, M. Iqbal +3 more
2024IEEE transactions on consumer electronics35 citations
Semantic Scholar
Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease
Sarang Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja +3 more
2022Frontiers in Computational Neuroscience27 citations Open access
Semantic Scholar
Smart Collaborative Intrusion Detection System for Securing Vehicular Networks Using Ensemble Machine Learning Model
M. M. El-gayar, Faheed A. F. Alenezi, Shaker H. Ali El-Sappagh
2024Inf.26 citations Open access
Semantic Scholar
Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data
Nasir Rahim, Shaker H. Ali El-Sappagh, Haytham Rizk, O. El-serafy +1 more
2024Applied Soft Computing25 citations
Semantic Scholar
Strengthening ICS defense: Modbus-NFA behavior model for enhanced anomaly detection
Eslam Amer, B. A. S. Al-rimy, Shaker H. Ali El-Sappagh
2025Journal of Information Security and Applications17 citations Open access
Semantic Scholar
Toward an Accurate Liver Disease Prediction Based on Two-Level Ensemble Stacking Model
M. H. Mohamed, Botheina Hussein Ali, A. Taloba, Ahmad O. Aseeri +3 more
2024IEEE Access17 citations Open access
Semantic Scholar
Vision and convolutional transformers for Alzheimer’s disease diagnosis: a systematic review of architectures, multimodal fusion and critical gaps
Ibrahem Afifi, Mostafa Elgendy, M. Abdelfatah, Shaker H. Ali El-Sappagh
2025Brain Informatics16 citations
Semantic Scholar
Multivariate multi-horizon time-series forecasting for real-time patient monitoring based on cascaded fine tuning of attention-based models
Hager Saleh, Shaker H. Ali El-Sappagh, Michael McCann, S. Alsamhi +1 more
2025Comput. Biol. Medicine15 citations Open access
Semantic Scholar
Toward sustainable wastewater treatment: Transformer ensembles and multitask learning for energy consumption and quality management
Hager Saleh, Sherif Mostafa, Shaker H. Ali El-Sappagh, Abdulaziz Almohimeed +5 more
2025Engineering applications of artificial intelligence12 citations Open access
Semantic Scholar
Cloud based real-time multivariate multi-step prediction of systolic blood pressure and heart rate using temporal convolutional network and Apache Spark
Hager Saleh, Nora El-Rashidy, Sherif Mostafa, Abdulaziz Almohimeed +2 more
2025Journal of Big Data11 citations Open access
Semantic Scholar
Enhanced aerial vehicle system techniques for detection and tracking in fog, sandstorm, and snow conditions
Amira Samy Talaat, Shaker H. Ali El-Sappagh
2023Journal of Supercomputing9 citations Open access
Semantic Scholar
GraphShield: Advanced dynamic graph-based malware detection using graph neural networks
Eslam A. Amer, Shaker H. Ali El-Sappagh, Tamer Abuhamed, B. A. S. Al-rimy +1 more
2025Expert systems with applications8 citations Open access
Semantic Scholar
LSTM deep learning model for Alzheimer’s disease prediction based on cost-effective time series cognitive scores
Hager Saleh, Nora El-Rashidy, Tamer Abuhmed, Shaker H. Ali El-Sappagh
2023Novel Intelligent and Leading Emerging Sciences Conference7 citations
Semantic Scholar
Knowledge Augmented Significant Language Model-Based Chatbot for Explainable Diabetes Mellitus Prediction
Mazen Elfayoumi, Mohamed AbouElazm, O. Mohamed, Tamer Abuhmed +1 more
2025International Conference on Ubiquitous Information Management and Communication6 citations
Semantic Scholar
TransformerFusionNet: A Real-Time Multimodal Framework for ICU Heart Failure Mortality Prediction Using Big Data Streaming
Hager Saleh, Michael McCann, Shaker H. Ali El-Sappagh, John G. Breslin
2024International Conferences on Computing Advancements6 citations
Semantic Scholar
Multi-plane multi-slice longitudinal MRI for deep ensemble progression detection based on enhanced residual multi-head self-attention
Nasir Rahim, Shaker H. Ali El-Sappagh, Mustaqeem Khan, M. Bashir +2 more
2026Knowledge-Based Systems5 citations
Semantic Scholar
Toward trustworthy digital healthcare: A system-level convergence of IoMT, large language models, and explainable AI
M. Bashir, Shaker H. Ali El-Sappagh, Simon S. Woo, Dong In Kim +1 more
2026Information Fusion4 citations
Semantic Scholar
Leveraging Large Language Models for Smart Pharmacy Systems: Enhancing Drug Safety and Operational Efficiency
Abdelrahman Osheba, Ahmed Abou-El-Ela, Osama Adel, Youssef Maaod +2 more
2025International Conference on Ubiquitous Information Management and Communication3 citations
Semantic Scholar
Trustworthy Alzheimer's diagnosis: Integrating robustness, fairness, and explainability in neuroimaging based deep ensemble framework
M. Bashir, Nasir Rahim, Shaker H. Ali El-Sappagh, O. El-serafy +1 more
2026Engineering applications of artificial intelligence2 citations
Semantic Scholar
4DfCF: 4D fMRI CrossFormer Vision Transformer
Chensheng Zheng, Shaker H. Ali El-Sappagh, Tamer Abuhmed
2025IEEE journal of biomedical and health informatics2 citations
Semantic Scholar
Interoperability of Electronic Health Records and Clinical Decision Support Systems: an architectural integration perspective
A. Gamal, Shaker H. Ali El-Sappagh, Tamer Abuhmed, Nora Elrashidy +1 more
2026Neural computing & applications (Print)0 citations
Semantic Scholar
Deep learning framework combining Multi-CNN feature fusion and swin transformer for enhancing glaucoma detection
Hager Saleh, Marwa E. Saleh, Mohammad Alotaibi, Raad Alturki +4 more
2026Signal, Image and Video Processing0 citations Open access
Semantic Scholar
Explainable ensemble learning framework for anxiety and stress detection in pediatric sleep EEG
M. Bashir, Shaker H. Ali El-Sappagh, Waleed Nazih, A. Sadeghi-Niaraki +1 more
2026Applied Soft Computing0 citations
Semantic Scholar
End-to-End Optimized Ensemble Model for Alzheimer's Disease Detection
Abdelrahman Hassan, Tamer Abuhmed, Shaker H. Ali El-Sappagh
2025International Conference on Ubiquitous Information Management and Communication0 citations
Semantic Scholar

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