Marwa Ismael Obayya

36 papers Journal 35Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multimodal fusion of Biomedical images with clinical data analysis using cross-modal transformer networks for lung cancer classification. Eng. Appl. Artif. Intell. Ahmed Alsayat, Marwa Ismael Obayya, Mashael S. Maashi, Alhanof Almutairi, Amal M. Aqlan, Khalid A. Alattas, Nouf Atiahallah Alghanmi, Abdulsamad Ebrahim Yahya
2026	J	`jnl`	Towards Enhanced Bladder Cancer Detection using explainable artificial intelligence with a hybrid feature engineering framework on biomedical images. Eng. Appl. Artif. Intell. Ghalib H. Alshammri, Marwa Ismael Obayya, Noha Negm, Mohammed A. AlAqil, Mohammed Mujib Alshahrani, Raed Alsini, Reem Alsuhaibani, Asma Alhashmi
2025	J	`jnl`	Automatic Recognition of Cyberbullying in the Web of Things and social media using Deep Learning Framework. IEEE Trans. Big Data Fahd N. Al-Wesabi, Marwa Ismael Obayya, Jamal M. Alsamri, Rana Alabdan, Nojood O. Aljehane, Sana Alazwari, Fahad F. Alruwaili, Manar Ahmed Hamza, A Swathi
2025	J	`jnl`	Digital Twin Enabled 6G MEC Networks: Computational Energy Efficiency for Consumer IIoT in Industry 5.0. IEEE Trans. Consumer Electron. Hafiz Hasnain Imtiaz, Wali Ullah Khan, Ali Kashif Bashir, Marwa Ismael Obayya, Noha Negm, Abdulsamad Ebrahim Yahya, Ashit Kumar Dutta
2025	J	`jnl`	GRIFD: a graded region-wise dissection and cross-pooling RNN framework for precise diabetic retinopathy detection in fundus images. PeerJ Comput. Sci. Abdulwhab Alkharashi, Marwa Ismael Obayya, Muhammad Kashif Saeed, Ali Alqazzaz, Abdulsamad Ebrahim Yahya, Menwa Alshammeri, Donia Badawood, Samah Al Zanin
2025	J	`jnl`	Harnessing Consumer Internet of Things Devices for Real-Time Health Monitoring via an Ensemble of Representation Learning Approach. IEEE Trans. Consumer Electron. Ghalib H. Alshammri, Essa Alyounis, Mohammed H. Alghamdi, Marwa Ismael Obayya, Mohammed Alqahtani, Khalid A. Alattas, Abdulbasit A. Darem, Raed Alsini
2025	J	`jnl`	Pneumonia detection in chest x-ray images using an optimized ensemble with XGBoost classifier. Multim. Tools Appl. Mohammed El-Ghandour, Marwa Ismael Obayya
2024	J	`jnl`	Artificial Intelligence for Traffic Prediction and Estimation in Intelligent Cyber-Physical Transportation Systems. IEEE Trans. Consumer Electron. Marwa Ismael Obayya, Fahd N. Al-Wesabi, Rana Alabdan, Majdi Khalid, Mohammed Assiri, Mohamed Ibrahim Alsaid, Azza Elneil Osman, Amani A. Alneil
2024	J	`jnl`	Chaotic Equilibrium Optimizer-Based Green Communication With Deep Learning Enabled Load Prediction in Internet of Things Environment. IEEE Access Mohammed Aljebreen, Marwa Ismael Obayya, Hany Mahgoub, Saud S. Alotaibi, Abdullah Mohamed, Manar Ahmed Hamza
2024	J	`jnl`	Improving laryngeal cancer detection using chaotic metaheuristics integration with squeeze-and-excitation resnet model. Health Inf. Sci. Syst. Sana Alazwari, Mashael S. Maashi, Jamal M. Alsamri, Mohammad Alamgeer, Shouki A. Ebad, Saud S. Alotaibi, Marwa Ismael Obayya, Samah Al Zanin
2023	J	`jnl`	A novel automated Parkinson's disease identification approach using deep learning and EEG. PeerJ Comput. Sci. Marwa Ismael Obayya, Muhammad Kashif Saeed, Mashael S. Maashi, Saud S. Alotaibi, Ahmed S. Salama, Manar Ahmed Hamza
2023	J	`jnl`	Advancing retinoblastoma detection based on binary arithmetic optimization and integrated features. PeerJ Comput. Sci. Nuha Alruwais, Marwa Ismael Obayya, Fuad Al-Mutiri, Mohammed Assiri, Amani A. Alneil, Abdullah Mohamed
2023	J	`jnl`	Automated Cardiovascular Disease Diagnosis Using Honey Badger Optimization With Modified Deep Learning Model. IEEE Access Marwa Ismael Obayya, Jamal M. Alsamri, Mohammed Abdullah Al-Hagery, Abdullah Mohammed, Manar Ahmed Hamza
2023	J	`jnl`	Biomedical Image Analysis for Colon and Lung Cancer Detection Using Tuna Swarm Algorithm With Deep Learning Model. IEEE Access Marwa Ismael Obayya, Munya A. Arasi, Nuha Alruwais, Raed Alsini, Abdullah Mohamed, Ishfaq Yaseen
2023	J	`jnl`	Cat and Mouse Optimizer with Artificial Intelligence Enabled Biomedical Data Classification. Comput. Syst. Sci. Eng. B. Kalpana, S. Dhanasekaran, T. Abirami, Ashit Kumar Dutta, Marwa Ismael Obayya, Jaber S. Alzahrani, Manar Ahmed Hamza
2023	J	`jnl`	Hybrid Metaheuristics With Deep Learning-Based Fusion Model for Biomedical Image Analysis. IEEE Access Marwa Ismael Obayya, Muhammad Kashif Saeed, Nuha Alruwais, Saud S. Alotaibi, Mohammed Assiri, Ahmed S. Salama
2023	J	`jnl`	Hybridization of Metaheuristics Based Energy Efficient Scheduling Algorithm for Multi-Core Systems. Comput. Syst. Sci. Eng. Jean Justus John, U. Sakthi, K. Priyadarshini, B. Thiyaneswaran, Masoud Alajmi, Marwa Ismael Obayya, Manar Ahmed Hamza
2023	J	`jnl`	Minimizing energy consumption for NOMA multi-drone communications in automotive-industry 5.0. J. King Saud Univ. Comput. Inf. Sci. Ali Nauman, Marwa Ismael Obayya, Mashael M. Asiri, Kusum Yadav, Mashael S. Maashi, Mohammed Assiri, Muhammad Khurram Ehsan, Sung Won Kim
2023	J	`jnl`	Modified Salp Swarm Algorithm With Deep Learning Based Gastrointestinal Tract Disease Classification on Endoscopic Images. IEEE Access Marwa Ismael Obayya, Fahd N. Al-Wesabi, Mashael S. Maashi, Abdullah Mohamed, Manar Ahmed Hamza, Suhanda Drar, Ishfaq Yaseen, Mohamed Ibrahim Alsaid
2023	J	`jnl`	Predictive Multimodal Deep Learning-Based Sustainable Renewable and Non-Renewable Energy Utilization. Comput. Syst. Sci. Eng. Abdelwahed Motwakel, Marwa Ismael Obayya, Nadhem Nemri, Khaled Tarmissi, Heba Mohsen, Mohammed Rizwanullah, Ishfaq Yaseen, Abu Sarwar Zamani
2023	J	`jnl`	Sailfish Optimization with Deep Learning Based Oral Cancer Classification Model. Comput. Syst. Sci. Eng. Mesfer Al Duhayyim, Areej Malibari, Sami Dhahbi, Mohamed K. Nour, Isra Al-Turaiki, Marwa Ismael Obayya, Abdullah Mohamed
2022	J	`jnl`	AFD-StackGAN: Automatic Mask Generation Network for Face De-Occlusion Using StackGAN. Sensors Abdul Jabbar, Xi Li, Muhammad Assam, Javed Ali Khan, Marwa Ismael Obayya, Mimouna Abdullah Alkhonaini, Fahd N. Al-Wesabi, Muhammad Assad
2022	J	`jnl`	Chaos Based Encryption Technique for Compressed H264/AVC Videos. IEEE Access M. A. El-Mowafy, Sawsan Morkos Gharghory, M. A. Abo-Elsoud, Marwa Ismael Obayya, M. I. Fath Allah
2022	J	`jnl`	Energy Aware Resource Optimization using Unified Metaheuristic Optimization Algorithm Allocation for Cloud Computing Environment. Sustain. Comput. Informatics Syst. Fahd N. Al-Wesabi, Marwa Ismael Obayya, Manar Ahmed Hamza, Jaber S. Alzahrani, Deepak Gupta, Sachin Kumar
2022	J	`jnl`	Optimal deep neural network-driven computer aided diagnosis model for skin cancer. Comput. Electr. Eng. Areej Malibari, Jaber S. Alzahrani, Majdy M. Eltahir, Vinita Malik, Marwa Ismael Obayya, Mesfer Al Duhayyim, Aloisio Vieira Lira Neto, Victor Hugo C. de Albuquerque
2022	J	`jnl`	Optimal deep transfer learning based ethnicity recognition on face images. Image Vis. Comput. Marwa Ismael Obayya, Saud S. Alotaibi, Sami Dhahbi, Rana Alabdan, Mesfer Al Duhayyim, Manar Ahmed Hamza, Mohammed Rizwanullah, Abdelwahed Motwakel
2022	J	`jnl`	Stable Matching Relay Selection (SMRS) for TWR D2D Network With RF/RE EH Capabilities. IEEE Access Omnia M. El-Nakhla, Marwa Ismael Obayya, Sherif E. Kishk
2022	J	`jnl`	Wavelet Mutation with Aquila Optimization-Based Routing Protocol for Energy-Aware Wireless Communication. Sensors Someah Alangari, Marwa Ismael Obayya, Abdulbaset Gaddah, Ayman Yafoz, Raed Alsini, Omar Alghushairy, Ahmed Ashour, Abdelwahed Motwakel
2021	J	`jnl`	Contactless Palm Vein Authentication Using Deep Learning With Bayesian Optimization. IEEE Access Marwa Ismael Obayya, Mohammed El-Ghandour, Fadwa M. Alrowais
2021	J	`jnl`	Corrections to "Toward an Optimized Neutrosophic k-Means With Genetic Algorithm for Automatic Vehicle License Plate Recognition (ONKM-AVLPR)". IEEE Access Bedir Bedir Yousif, Mohamed Maher Ata, Nehal Fawzy, Marwa Ismael Obayya
2021	J	`jnl`	Palmvein Recognition Using Block-Based WLD Histogram of Gabor Feature Maps and Deep Neural Network With Bayesian Optimization. IEEE Access Mohammed El-Ghandour, Marwa Ismael Obayya, Bedir Bedir Yousif, Nihal Fayez Areed
2020	J	`jnl`	A hybrid security strategy (HS Wirel. Networks Shaimaa A. Hussein, Ahmed I. Saleh, Hossam El-Din Mostafa, Marwa Ismael Obayya
2020	J	`jnl`	Toward an Optimized Neutrosophic k-Means With Genetic Algorithm for Automatic Vehicle License Plate Recognition (ONKM-AVLPR). IEEE Access Bedir Bedir Yousif, Mohamed Maher Ata, Nehal Fawzy, Marwa Ismael Obayya
2019	J	`jnl`	A CAD System for the Early Detection of Lung Nodules Using Computed Tomography Scan Images. Int. J. Online Biomed. Eng. Hanan M. Amer, Fatma E. Abou-Chadi, Sherif S. Kishk, Marwa Ismael Obayya
2019	J	`jnl`	Distributed Fog-to-Cloud computing system: A minority game approach. Concurr. Comput. Pract. Exp. Eman AbdElhalim, Marwa Ismael Obayya, Sherif S. Kishk
2018	—	`conf`	A Computer-Aided Early Detection System of Pulmonary Nodules in CT Scan Images. ICSIE Hanan M. Amer, Fatma E. Z. Abou-Chadi, Sherif S. Kishk, Marwa Ismael Obayya