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2025	Brain-Computer Interfaces Hossam Magdy Balaha, Asmaa El-Sayed Hassan
2025	H2LFR: a hybrid two-layered feature ranking approach for enhanced data analysis Knowledge and Information Systems Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Magdy Hassan Balaha
2025	Signal Processing Strategies Hossam Magdy Balaha, Asmaa El-Sayed Hassan
2025	Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemes Biomedical Signal Processing and Control Tijana Geroski, Vesna Ranković, Ognjen Pavić, Lazar Dašić, Marina Petrović, Dragan Milovanović, Nenad Filipović
2025	Lecture Notes in Networks and Systems Khokhoni Innocentia Mpho Ramaphosa, Tranos Zuva, Temidayo Otunniyi
2025	Chest x‐ray images: transfer learning model in COVID‐19 detection Journal of Evaluation in Clinical Practice Siqi Mao, Saltanat Kulbayeva, Mikhail Osadchuk
2025	COVID-19 recognition from chest X-ray images by combining deep learning with transfer learning DIGITAL HEALTH Chang-Jiang Zhang, Lu-Ting Ruan, Ling-Feng Ji, Li-Li Feng, Fu-Qin Tang
2025	Advances in Computers Fatih Ertam, Ilhan Firat Kilincer
2024	Intelligent waste classification approach based on improved multi-layered convolutional neural network Multimedia Tools and Applications Megha Chhabra, Bhagwati Sharan, May Elbarachi, Manoj Kumar
2024	Tackling the small data problem in medical image classification with artificial intelligence: a systematic review Progress in Biomedical Engineering Stefano Piffer, Leonardo Ubaldi, Sabina Tangaro, Alessandra Retico, Cinzia Talamonti
2024	A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Journal of Experimental & Theoretical Artificial Intelligence Asifullah Khan, Saddam Hussain Khan, Mahrukh Saif, Asiya Batool, Anabia Sohail, Muhammad Waleed Khan
2024	Prostate cancer grading framework based on deep transfer learning and Aquila optimizer Neural Computing and Applications Hossam Magdy Balaha, Ahmed Osama Shaban, Eman M. El-Gendy, Mahmoud M. Saafan
2024	Mobile Diagnosis of COVID-19 by Biogeography-based Optimization-guided CNN Mobile Networks and Applications Xue Han, Zuojin Hu
2024	Adaptive Mish activation and ranger optimizer-based SEA-ResNet50 model with explainable AI for multiclass classification of COVID-19 chest X-ray images BMC Medical Imaging S. R. Sannasi Chakravarthy, N. Bharanidharan, C. Vinothini, Venkatesan Vinoth Kumar, T. R. Mahesh, Suresh Guluwadi
2024	$$D_MD_RDF$$: diabetes mellitus and retinopathy detection framework using artificial intelligence and feature selection Soft Computing Hossam Magdy Balaha, Eman M. El-Gendy, Mahmoud M. Saafan
2024	2024 International Conference on Communication, Computing and Energy Efficient Technologies (I3CEET) Himanshu Sharma, Sonali Pawar, M. B Marasulov, Navdeep Kaur, Ramy Riad Al-Fatlawy, C. Karthikeyan
2024	2024 IEEE International Symposium on Biomedical Imaging (ISBI) Margo Sabry, Hossam Magdy Balaha, Khadiga M. Ali, Tayseer Hassan A. Soliman, Dibson Gondim, Mohammed Ghazal, Tania Tahtouh, Ayman El-Baz
2024	Precise Prostate Cancer Assessment Using IVIM-Based Parametric Estimation of Blood Diffusion from DW-MRI Bioengineering Hossam Magdy Balaha, Sarah M. Ayyad, Ahmed Alksas, Mohamed Shehata, Ali Elsorougy, Mohamed Ali Badawy, Mohamed Abou El-Ghar, Ali Mahmoud, Norah Saleh Alghamdi, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024	A variant-informed decision support system for tackling COVID-19: a transfer learning and multi-attribute decision-making approach PeerJ Computer Science Amirreza Salehi Amiri, Ardavan Babaei, Vladimir Simic, Erfan Babaee Tirkolaee
2024	Conditional cascaded network (CCN) approach for diagnosis of COVID-19 in chest X-ray and CT images using transfer learning Biomedical Signal Processing and Control Amr E. Eldin Rashed, Waleed M. Bahgat
2023	Comprehensive machine and deep learning analysis of sensor-based human activity recognition Neural Computing and Applications Hossam Magdy Balaha, Asmaa El-Sayed Hassan
2023	EAI/Springer Innovations in Communication and Computing P. Manju Bala, S. Usharani, R. Rajmohan, T. Ananth Kumar, A. Balachandar
2023	Manta Ray Foraging Optimization Algorithm: Modifications and Applications IEEE Access Mohammed Abdullahi, Ibrahim Hayatu Hassan, Muhammad Dalhat Abdullahi, Ibrahim Aliyu, Jinsul Kim
2023	A variate brain tumor segmentation, optimization, and recognition framework Artificial Intelligence Review Hossam Magdy Balaha, Asmaa El-Sayed Hassan
2023	A vision-based deep learning approach for independent-users Arabic sign language interpretation Multimedia Tools and Applications Mostafa Magdy Balaha, Sara El-Kady, Hossam Magdy Balaha, Mohamed Salama, Eslam Emad, Muhammed Hassan, Mahmoud M. Saafan
2023	An aseptic approach towards skin lesion localization and grading using deep learning and harris hawks optimization Multimedia Tools and Applications Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Eman M. El-Gendy, Hanaa ZainEldin, Mahmoud M. Saafan
2023	Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm Neural Computing and Applications Hossam Magdy Balaha, Asmaa El-Sayed Hassan
2023	A generic optimization and learning framework for Parkinson disease via speech and handwritten records Journal of Ambient Intelligence and Humanized Computing Nada R. Yousif, Hossam Magdy Balaha, Amira Y. Haikal, Eman M. El-Gendy
2023	Progressive attention integration-based multi-scale efficient network for medical imaging analysis with application to COVID-19 diagnosis Computers in Biology and Medicine Tingyi Xie, Zidong Wang, Han Li, Peishu Wu, Huixiang Huang, Hongyi Zhang, Fuad E. Alsaadi, Nianyin Zeng
2023	IEDO-net: Optimized Resnet50 for the classification of COVID-19 Electronic Research Archive Chengtian Ouyang, Huichuang Wu, Jiaying Shen, Yangyang Zheng, Rui Li, Yilin Yao, Lin Zhang
2022	An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network Computers in Biology and Medicine Nadiah A. Baghdadi, Amer Malki, Sally F. Abdelaliem, Hossam Magdy Balaha, Mahmoud Badawy, Mostafa Elhosseini
2022	Hybrid deep learning and genetic algorithms approach (HMB-DLGAHA) for the early ultrasound diagnoses of breast cancer Neural Computing and Applications Hossam Magdy Balaha, Mohamed Saif, Ahmed Tamer, Ehab H. Abdelhay
2022	A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach Artificial Intelligence Review Hossam Magdy Balaha, Eman M. El-Gendy, Mahmoud M. Saafan
2022	PancreaSys: An Automated Cloud-Based Pancreatic Cancer Grading System Frontiers in Signal Processing Muhammad Nurmahir Mohamad Sehmi, Mohammad Faizal Ahmad Fauzi, Wan Siti Halimatul Munirah Wan Ahmad, Elaine Wan Ling Chan
2022	A multi-variate heart disease optimization and recognition framework Neural Computing and Applications Hossam Magdy Balaha, Ahmed Osama Shaban, Eman M. El-Gendy, Mahmoud M. Saafan
2022	A Review Study of the Deep Learning Techniques used for the Classification of Chest Radiological Images for COVID-19 Diagnosis International Journal of Information Management Data Insights Yu Wang, Carol Anne Hargreaves
2021	2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Nour Haj Hammadah, Nilima R. Das, Mamata Nayak, Tripti Swarnkar
2021	CovH2SD: A COVID-19 detection approach based on Harris Hawks Optimization and stacked deep learning Expert Systems with Applications Hossam Magdy Balaha, Eman M. El-Gendy, Mahmoud M. Saafan
2021	COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans PeerJ Computer Science Hammam Alshazly, Christoph Linse, Mohamed Abdalla, Erhardt Barth, Thomas Martinetz
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