20+
Publications
1,316+
Citations
13
h-index
5+
Years Exp.
Research Interests
Key areas of expertise and research focus
Featured Projects
Recent and notable work
Upstream Digital Twin: Smart Sand Well Control System
April 2022 – January 2023
Delivered a comprehensive digital twin solution for sand management in offshore wells, integrating real-time sensor data with predictive
Optimization of One-Dimensional Convolutional Neural Network for Corrosion Prediction in Subsea Pipelines
January 2023 – February 2024
Redesigned and optimized 1D-CNN architecture for real-time corrosion prediction in subsea pipeline monitoring
LIGHTHOUSE: Deep Learning Based Radar Integrated Nowcasting System
February 2023 – January 2025
Developed a deep learning-based system for real-time weather nowcasting using radar data
Computer Aided Defect Detection of Limited Weld Inspection Films from Non-Destructive Radiography Testing
February 2023 – June 2025
Spearheaded an AI-powered detection system for identifying defects in radiographic weld inspection
Advanced Medical Imaging Analysis: YOLO & UNet Applications in Healthcare
September 2023 – May 2025
Adapted state-of-the-art computer vision algorithms for medical diagnostics, enhancing anomaly detection accuracy and vascular segmentation precision in radiological scans for improved treatment
Recent Publications
Latest research contributions
Enhancing Multi-Class Cyberbullying Classification with Hybrid Feature Extraction and Transformer-Based Models
Suliman Mohamed Fati, Mostafa Ali Mahdi, Mohammed Ali G. Hazber, Shahid Ahamad, Saleh Abdulfattah Saad, Mohammed Gamal Ragab, Said Jadid Abdulkadir
Computer Modeling in Engineering & Sciences (CMES), Vol. 143(2) - Tech Science Press
RNN-LSTM: From applications to modeling techniques and beyond—Systematic review
Safwan Mahmood Al-Selwi, Mohammed Fazle Hassan, Said Jadid Abdulkadir, Amgad Muneer, Ebrahim Hamid Sumiea, Alawi Alqushaibi, Hitham Alhussian, Mohammed Gamal Ragab
Journal of King Saud University - Computer and Information Sciences, Vol. 36(5) - Elsevier
A comprehensive systematic review of YOLO for medical object detection (2018 to 2023)
Mohammed Gamal Ragab, Said Jadid Abdulkadir, Amgad Muneer, Alawi Alqushaibi, Ebrahim Hamid Sumiea, Hitham Alhussian, Suliman Mohamed Fati, Rizwan Qureshi
IEEE Access, Vol. 12 - IEEE
Deep deterministic policy gradient algorithm: A systematic review
Ebrahim Hamid Sumiea, Said Jadid Abdulkadir, Hitham Seddig Alhussian, Safwan Mahmood Al-Selwi, Alawi Alqushaibi, Mohammed Gamal Ragab, Suliman Mohamed Fati
Heliyon, Vol. 10(9) - Elsevier
Predicting the compressive strength of engineered geopolymer composites using automated machine learning
Mahmoud Anwar Gad, Ehsan Nikbakht, Mohammed Gamal Ragab
Construction and Building Materials, Vol. 442 - Elsevier
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I'm always open to discussing research opportunities, collaborations, or consulting projects in AI, Machine Learning, and Computer Vision.