Human Action Recognition Based on Transfer Learning Approach. - Yousry M. AbdulAzeem; Hossam Magdy Balaha; Waleed M. Bahgat; Mahmoud Mohammed Badawy 001 (IEEE Access, 2021)

Automatic Exam Correction Framework (AECF) for the MCQs, Essays, and Equations Matching. - Hossam Magdy Balaha; Mahmoud M. Saafan (IEEE Access, 2021)

Hybrid COVID-19 segmentation and recognition framework (HMB-HCF) using deep learning and genetic algorithms. - Hossam Magdy Balaha; Hesham Arafat Ali (Artif. Intell. Medicine, 2021)

CovH2SD: A COVID-19 detection approach based on Harris Hawks Optimization and stacked deep learning. - Hossam Magdy Balaha; Eman M. El-Gendy; Mahmoud M. Saafan (Expert Syst. Appl., 2021)

Recognizing arabic handwritten characters using deep learning and genetic algorithms. - Hossam Magdy Balaha; Hesham Arafat Ali; Esraa Khaled Youssef; Asmaa Elsayed Elsayed; Reem Adel Samak; Mohammed Samy Abdelhaleem; Mohammed Mosa Tolba; Mahmoud Ragab Shehata; Mahmoud Refa'at Mahmoud; Mariam Mahmoud Abdelhameed; Mostafa Mahmoud Mohammed (Multim. Tools Appl., 2021)

Automatic recognition of handwritten Arabic characters: a comprehensive review. - Hossam Magdy Balaha; Hesham Arafat Ali; Mahmoud Mohammed Badawy 001 (Neural Comput. Appl., 2021)

A new Arabic handwritten character recognition deep learning system (AHCR-DLS). - Hossam Magdy Balaha; Hesham Arafat Ali; Mohamed S. Saraya; Mahmoud Mohammed Badawy 001 (Neural Comput. Appl., 2021)

An optimized transfer learning-based approach for automatic diagnosis of COVID-19 from chest x-ray images. - Waleed M. Bahgat; Hossam Magdy Balaha; Yousry M. AbdulAzeem; Mahmoud Mohammed Badawy 001 (PeerJ Comput. Sci., 2021)

A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach. - Hossam Magdy Balaha; Eman M. El-Gendy; Mahmoud M. Saafan (Artif. Intell. Rev., 2022)

An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network. - Nadiah A. Baghdadi; Amer Malki; Sally F. Abdelaliem; Hossam Magdy Balaha; Mahmoud Badawy 001; Mostafa A. El-Hosseini (Comput. Biol. Medicine, 2022)

A multi-variate heart disease optimization and recognition framework. - Hossam Magdy Balaha; Ahmed Osama Shaban; Eman M. El-Gendy; Mahmoud M. Saafan (Neural Comput. Appl., 2022)

Hybrid deep learning and genetic algorithms approach (HMB-DLGAHA) for the early ultrasound diagnoses of breast cancer. - Hossam Magdy Balaha; Mohamed Saif; Ahmed Tamer; Ehab H. Abdelhay (Neural Comput. Appl., 2022)

Classification of breast cancer using a manta-ray foraging optimized transfer learning framework. - Nadiah A. Baghdadi; Amer Malki; Hossam Magdy Balaha; Yousry M. AbdulAzeem; Mahmoud Badawy 001; Mostafa A. El-Hosseini (PeerJ Comput. Sci., 2022)

An optimized deep learning approach for suicide detection through Arabic tweets. - Nadiah A. Baghdadi; Amer Malki; Hossam Magdy Balaha; Yousry M. AbdulAzeem; Mahmoud Badawy 001; Mostafa A. El-Hosseini (PeerJ Comput. Sci., 2022)

A3C-TL-GTO: Alzheimer Automatic Accurate Classification Using Transfer Learning and Artificial Gorilla Troops Optimizer. - Nadiah A. Baghdadi; Amer Malki; Hossam Magdy Balaha; Mahmoud Mohammed Badawy 001; Mostafa A. El-Hosseini (Sensors, 2022)

Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. - Hossam Magdy Balaha; Sarah M. Ayyad; Ahmed Alksas; Ali E. Takieldeen; Mohamed A. Badawy; Mohamed Shehata; Mohamed Abou El-Ghar; Mohammed Ghazal; Ali Mahmoud 001; Sohail Contractor; Ayman El-Baz (ICIP, 2023)

A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors. - Mohamed T. Azzam; Ahmed Alksas; Hossam Magdy Balaha; Asmaa El-Sayed Hassan; Mohamed Shehata; Nagham E. Mekky; Noha A. Hikal; Basem I. Awad; Ahmad El-Morsy; Mohammed Ghazal; Ayman El-Baz (ISBI, 2023)

An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. - Israa Sharaby; Ahmed Alksas; A. Nashat; Hossam Magdy Balaha; Mohamed Shehata; M. Gayhart; Ali Mahmoud 001; Mohammed Ghazal; Ashraf Khalil; Rasha T. Abouelkheir; Ahmed Elmahdy; A. Abdelhalim; et al. (ISBI, 2023)

A variate brain tumor segmentation, optimization, and recognition framework. - Hossam Magdy Balaha; Asmaa El-Sayed Hassan (Artif. Intell. Rev., 2023)

A comprehensive framework towards segmenting and classifying breast cancer patients using deep learning and Aquila optimizer. - Hossam Magdy Balaha; Esraa Raffik Antar; Mahmoud M. Saafan; Eman M. El-Gendy (J. Ambient Intell. Humaniz. Comput., 2023)

A generic optimization and learning framework for Parkinson disease via speech and handwritten records. - Nada R. Yousif; Hossam Magdy Balaha; Amira Y. Haikal; Eman M. El-Gendy (J. Ambient Intell. Humaniz. Comput., 2023)

Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm. - Hossam Magdy Balaha; Asmaa El-Sayed Hassan (Neural Comput. Appl., 2023)

A vision-based deep learning approach for independent-users Arabic sign language interpretation. - Mostafa Magdy Balaha; Sara El-Kady; Hossam Magdy Balaha; Mohamed Salama; Eslam Emad; Muhammed Hassan; Mahmoud M. Saafan (Multim. Tools Appl., 2023)

Correction to: A vision-based deep learning approach for independent-users Arabic sign language interpretation. - Mostafa Magdy Balaha; Sara El-Kady; Hossam Magdy Balaha; Mohamed Salama; Eslam Emad; Muhammed Hassan; Mahmoud M. Saafan (Multim. Tools Appl., 2023)

Comprehensive machine and deep learning analysis of sensor-based human activity recognition. - Hossam Magdy Balaha; Asmaa El-Sayed Hassan (Neural Comput. Appl., 2023)

A Neuroimaging Yolov8-Based Cad Framework for Anosmia Grading in Covid-19. - Hossam Magdy Balaha; Mayada Elgendy; Ahmed Alksas; Mohamed Shehata; Norah Saleh Alghamdi; Fatma Taher; Mohammed Ghazal; Mahitab Ghoneim; Eslam Hamed; Fatma Sherif; Ahmed Elgarayhi; Mohammed Sallah; et al. (ICIP, 2024)

A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis. - Israa Sharaby; Ahmed Alksas; Hossam Magdy Balaha; Ali Mahmoud 001; Mohammed Ali Badawy; Mohamed Abou El-Ghar; Ashraf Khalil; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (ICIP, 2024)

Histopathological Diagnosis of Meningioma and Solitary Fibrous Tumors Based on a Multi-scale Fusion Approach Utilizing Vision Transformer and Texture Analysis. - Mohamed T. Azam; Hossam Magdy Balaha; Dibson D. Gondim; Akshitkumar Mistry; Mohammed Ghazal; Ayman El-Baz (ICPR (28), 2024)

Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis. - Hossam Magdy Balaha; Khadiga M. Ali; Dibson D. Gondim; Mohammed Ghazal; Ayman El-Baz (ICPR (11), 2024)

Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network. - Hossam Magdy Balaha; Khadiga M. Ali; Ali Mahmoud 001; Mohammed Ghazal; Ayman El-Baz (ICPR (28), 2024)

A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability. - Ainhoa Osa-Sanchez; Hossam Magdy Balaha; Ali Mahmoud 001; Mostafa Abdelrahim; Mohamed Khudri; Begonya Garcia-Zapirain; Ayman El-Baz (ICPR (27), 2024)

A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. - Ahmed Sharafeldeen; Hossam Magdy Balaha; Ali Mahmoud 001; Reem Khaled; Saher Taman; Manar Mansour Hussein; Mohammed Ghazal; Ayman El-Baz (ICPR (27), 2024)

Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings. - Ibrahim Abdelhalim; Ahmed Alksas; Hossam Magdy Balaha; Mohamed A. Badawy; Mohamed Abou El-Ghar; Norah Saleh Alghamdi; Mohammed Ghazal; Sohail Contractor; Eric Van Bogaert; Dibson D. Gondim; S. R. Silva; Fahmi Khalifa; et al. (ISBI, 2024)

Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model. - Ahmed Alksas; Ahmed Sharafeldeen; Hossam Magdy Balaha; Mohammed Ghazal; Marah Talal Alhalabi; Ali Mahmoud 001; Rasha Hassan; Jawad Yousaf; Harpal Sandhu; Ayman El-Baz (ISBI, 2024)

A Novel Vit-Based Multi-Scaled and Rotation-Invariance Approach for Precise Differentiation Between Meningioma and Solitary Fibrous Tumor. - Mohamed T. Azam; Hossam Magdy Balaha; Khadiga M. A. Seddik; Nagham E. Mekky; Noha A. Hikal; Mohammed Ghazal; Dibson D. Gondim; Akshitkumar Mistry; Ayman El-Baz (ISBI, 2024)

A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19. - Hossam Magdy Balaha; Mayada Elgendy; Ahmed Alksas; Mohamed Shehata; Norah Saleh Alghamdi; Fatma Taher; Mohammed Ghazal; Mahitab Ghoneim; Eslam Hamed; Fatma Sherif; Ahmed Elgarayhi; Mohammed Sallah; et al. (ISBI, 2024)

A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images. - Aya A. Abd El-Khalek; Hossam Magdy Balaha; Ali Mahmoud 001; Norah Saleh Alghamdi; Mohammed Ghazal; Abeer Twakol Khalil; Mohy Eldin A. Abo-Elsoud; Ayman El-Baz (ISBI, 2024)

A Vision Transformer Approach for Breast Cancer Classification in Histopathology. - Margo Sabry; Hossam Magdy Balaha; Khadiga M. A. Seddik; Hassan Soliman; Dibson D. Gondim; Mohammed Ghazal; Tania Tahtouh; Ayman El-Baz (ISBI, 2024)

Incorporating Imaging, Clinical, Pathology, and Demographic Markers for Hormonal Therapy Prediction in Prostate Cancer. - Ibrahim Abdelhalim; Ahmed Alksas; Hossam Magdy Balaha; Mohamed A. Badawy; Mohamed Abou El-Ghar; Norah Saleh Alghamdi; Mohammed Ghazal; Sohail Contractor; Eric Van Bogaert; Dibson D. Gondim; Scott Silva; Fahmi Khalifa; et al. (IEEE Access, 2024)

Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis. - Mohamed T. Azam; Hossam Magdy Balaha; Asmaa El-Sayed Hassan; Ahmed Alksas; Mohamed Shehata; Ahmed El-Morsy; Basem I. Awad; Norah Saleh Alghamdi; Mohammed Ghazal; Ayman El-Baz (IEEE Access, 2024)

Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior. - Israa Sharaby; Hossam Magdy Balaha; Ahmed Alksas; Ali Mahmoud 001; Mohamed Abou El-Ghar; Ashraf Khalil; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (IEEE Access, 2024)

Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. - Ahmed Alksas; Ahmed Sharafeldeen; Hossam Magdy Balaha; Mohammad Z. Haq; Ali Mahmoud 001; Mohammed Ghazal; Norah Saleh Alghamdi; Marah Talal Alhalabi; Jawad Yousaf; Harpal Sandhu; Ayman El-Baz (Comput. Methods Programs Biomed., 2024)

Advancing feature ranking with hybrid feature ranking weighted majority model: a weighted majority voting strategy enhanced by the Harris hawks optimizer. - Mansourah Aljohani; Yousry M. AbdulAzeem; Hossam Magdy Balaha; Mahmoud Mohammed Badawy 001; Mostafa A. El-Hosseini (J. Comput. Des. Eng., 2024)

An aseptic approach towards skin lesion localization and grading using deep learning and harris hawks optimization. - Hossam Magdy Balaha; Asmaa El-Sayed Hassan; Eman M. El-Gendy; Hanaa ZainEldin; Mahmoud M. Saafan (Multim. Tools Appl., 2024)

Prostate cancer grading framework based on deep transfer learning and Aquila optimizer. - Hossam Magdy Balaha; Ahmed Osama Shaban; Eman M. El-Gendy; Mahmoud M. Saafan (Neural Comput. Appl., 2024)

DMDRDF: diabetes mellitus and retinopathy detection framework using artificial intelligence and feature selection. - Hossam Magdy Balaha; Eman M. El-Gendy; Mahmoud M. Saafan (Soft Comput., 2024)

A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients. - Ahmed Sharafeldeen; Hossam Magdy Balaha; Ibrahim Shawky Farahat; Mohammed Ghazal; James Connelly; Eric Van Bogaert; Ayman El-Baz (ICASSP, 2025)

A Dual-Track Framework for Enhancing Age-Related Macular Degeneration Diagnosis Through Embedding and Vision Classification. - Hossam Magdy Balaha; Ahmed Aboudessouki; Ali Mahmoud 001; Mohammed Ghazal; Ayman El-Baz (ISBI, 2025)

Enhanced Cervical Vertebral Maturation Assessment Using AI-Based Imaging Analysis System. - Hossam Magdy Balaha; Ahmed Alksas; Amine Fattal; Toru Deguchi; Ayman El-Baz (ISBI, 2025)

Utilizing Shape-features and GAN-Based Model for Renal Segmentation in DW-MRI. - Israa Sharaby; Ahmed Alksas; Hossam Magdy Balaha; Ali Mahmoud 001; Mohammed Badawy; Mohamed Abou El-Ghar; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (ISBI, 2025)

H-UDMIR: A Hybrid Unsupervised Deep Learning Framework for Deformable Medical Image Registration. - Hossam Magdy Balaha; Ali Mahmoud 001; Mohamed Abou El-Ghar; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (IEEE Access, 2025)

XV-AMD: An Explainable Vision Transformer Detection Framework for Age-Related Macular Degeneration Using Fundus Imaging. - Aya A. Abd El-Khalek; Hossam Magdy Balaha; Mohamed T. Azam; Ashraf Sewelam; Mohammed Ghazal; Abeer Twakol Khalil; Mohy Eldin A. Abo-Elsoud; Ayman El-Baz (IEEE Access, 2025)

Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging. - Ainhoa Osa-Sanchez; Hossam Magdy Balaha; Ali Mahmoud 001; Ashraf Sewelam; Mohammed Ghazal; Begonya Garcia-Zapirain; Ayman El-Baz (IEEE Access, 2025)

Enhancing Breast Cancer Diagnosis With Multi-Resolution Vision Transformers and Robust Decision-Making. - Margo Sabry; Hossam Magdy Balaha; Khadiga M. Ali; Tayseer Hassan A. Soliman; Dibson D. Gondim; Mohammed Ghazal; Norah Saleh Alghamdi; Ayman El-Baz (IEEE Access, 2025)

Challenging the status quo: Why artificial intelligence models must go beyond accuracy in cervical cancer diagnosis. - Yousry M. AbdulAzeem; Hossam Magdy Balaha; Hanaa ZainEldin; Waleed Abdelkarim Abuain; Mahmoud Mohammed Badawy 001; Mostafa A. Elhosseini (Biomed. Signal Process. Control., 2025)

Cervical vertebral maturation assessment using an innovative artificial intelligence-based imaging analysis system. - Hossam Magdy Balaha; Ahmed Alksas; Amine Fattal; Amir A. Sewelam; Wael Aboelmaaty; Khaled Abdel-Ghaffar; Toru Deguchi; Ayman El-Baz (Biomed. Signal Process. Control., 2025)

ESARSA-MRFO-FS: Optimizing Manta-ray Foraging Optimizer using Expected-SARSA reinforcement learning for features selection. - Yousry M. AbdulAzeem; Hossam Magdy Balaha; Amna Bamaqa; Mahmoud Badawy 001; Mostafa A. Elhosseini (Knowl. Based Syst., 2025)

Comprehensive multimodal approach for Parkinson's disease classification using artificial intelligence: insights and model explainability. - Hossam Magdy Balaha; Asmaa El-Sayed Hassan; Rawan Ayman Ahmed; Magdy Hassan Balaha (Soft Comput., 2025)

H2LFR: a hybrid two-layered feature ranking approach for enhanced data analysis. - Hossam Magdy Balaha; Asmaa El-Sayed Hassan; Magdy Hassan Balaha (Knowl. Inf. Syst., 2025)

LDD-VTS: an AI-based framework for lung disease diagnosis using vision transformers and SHAP. - Hossam Magdy Balaha; Rawan Ayman Ahmed; Magdy Hassan Balaha (Health Inf. Sci. Syst., 2025)