Revolutionizing breast cancer diagnosis: A computer-aided diagnosis framework with Vision Transformers for multistage histopathology-based classification.

Hossam Magdy Balaha https://orcid.org/0000-0002-0686-4411

Hossam Magdy Balaha Yousry M. AbdulAzeem Mansourah Aljohani Mohammed El-Abd Mahmoud Badawy 0001 Mostafa A. Elhosseini Revolutionizing breast cancer diagnosis: A computer-aided diagnosis framework with Vision Transformers for multistage histopathology-based classification. 113458 2026 165 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.113458 db/journals/eaai/eaai165.html#BalahaAAEBE26 streams/journals/eaai

Hossam Magdy Balaha A hybrid YOLOv8-EigenCAM model for accurate and interpretable plant disease classification. 2026 February 156 85 Multim. Tools Appl. 2 https://doi.org/10.1007/s11042-026-21382-8 db/journals/mta/mta85.html#Balaha26 streams/journals/mta

Mohamed T. Azam Walid Mohamed Khadiga M. Ali Ahmed Aboudessouki Hossam Magdy Balaha Moumen T. El-Melegy Asem M. Ali Ali Mahmoud 0001 Fatma Taher Mohammed Ghazal Dibson D. Gondim Ayman El-Baz Deep Multimodal Integration of Whole Slide Images and Pathology Reports for Precise Estrogen Receptor Classification in Breast Cancer. ISBI 2026 1-4 conf/isbi/2026 https://doi.org/10.1109/ISBI61048.2026.11515817 db/conf/isbi/isbi2026.html#AzamMAABEAMTGGE26 streams/conf/isbi

Ainhoa Osa-Sanchez Hossam Magdy Balaha Ali Mahmoud 0001 Ashraf Sewelam Mohammed Ghazal Begonya Garcia-Zapirain Ayman El-Baz Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging. 341-360 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2024.3522862 db/journals/access/access13.html#OsaSanchezBMSGGE25 streams/journals/access

Hossam Magdy Balaha Ali Mahmoud 0001 Mohamed Abou El-Ghar Mohammed Ghazal Sohail Contractor Ayman El-Baz H-UDMIR: A Hybrid Unsupervised Deep Learning Framework for Deformable Medical Image Registration. 69705-69722 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3562092 db/journals/access/access13.html#BalahaMEGCE25 streams/journals/access

Margo Sabry Hossam Magdy Balaha Khadiga M. Ali Tayseer Hassan A. Soliman Dibson D. Gondim Mohammed Ghazal Norah Saleh Alghamdi Ayman El-Baz Enhancing Breast Cancer Diagnosis With Multi-Resolution Vision Transformers and Robust Decision-Making. 89704-89722 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3570840 db/journals/access/access13.html#SabryBASGGAE25 streams/journals/access

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 XV-AMD: An Explainable Vision Transformer Detection Framework for Age-Related Macular Degeneration Using Fundus Imaging. 113967-113983 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3583555 db/journals/access/access13.html#ElKhalekBASGKAE25 streams/journals/access

Hossam Magdy Balaha Ahmed Alksas Amine Fattal Amir A. Sewelam Wael Aboelmaaty Khaled Abdel-Ghaffar Toru Deguchi Ayman El-Baz Cervical vertebral maturation assessment using an innovative artificial intelligence-based imaging analysis system. 107088 2025 100 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.107088 db/journals/bspc/bspc100.html#BalahaAFSAADE25 streams/journals/bspc

Yousry M. AbdulAzeem Hossam Magdy Balaha Hanaa ZainEldin Waleed Abdelkarim Abuain Mahmoud Mohammed Badawy 0001 Mostafa A. Elhosseini Challenging the status quo: Why artificial intelligence models must go beyond accuracy in cervical cancer diagnosis. 107620 2025 105 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.107620 db/journals/bspc/bspc105.html#AbdulAzeemBZABE25 streams/journals/bspc

Hossam Magdy Balaha Rawan Ayman Ahmed Magdy Hassan Balaha LDD-VTS: an AI-based framework for lung disease diagnosis using vision transformers and SHAP. 47 2025 December 13 Health Inf. Sci. Syst. 1 https://doi.org/10.1007/s13755-025-00363-5 db/journals/hisas/hisas13.html#BalahaAB25 streams/journals/hisas

Hossam Magdy Balaha Asmaa El-Sayed Hassan Magdy Hassan Balaha H2LFR: a hybrid two-layered feature ranking approach for enhanced data analysis. 7901-7953 2025 September 67 Knowl. Inf. Syst. 9 https://doi.org/10.1007/s10115-025-02463-w db/journals/kais/kais67.html#BalahaHB25 streams/journals/kais

Yousry M. AbdulAzeem Hossam Magdy Balaha Amna Bamaqa Mahmoud Badawy 0001 Mostafa A. Elhosseini ESARSA-MRFO-FS: Optimizing Manta-ray Foraging Optimizer using Expected-SARSA reinforcement learning for features selection. 113695 2025 321 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.113695 db/journals/kbs/kbs321.html#AbdulAzeemBBBE25 streams/journals/kbs

Mahmoud Badawy 0001 Yousry M. AbdulAzeem Hanaa ZainEldin Hossam Magdy Balaha Amna Bamaqa Rasha F. El-Agamy Hanaa A. Sayed Mostafa A. Elhosseini AI-driven prognostics in pediatric bone marrow transplantation: a CAD approach with Bayesian and PSO optimization. 363 2025 December 25 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-025-03133-1 db/journals/midm/midm25.html#BadawyAZBBESE25 streams/journals/midm

Malik Almaliki Amna Bamaqa Tamer Ahmed Farrag Hossam Magdy Balaha Mahmoud Badawy 0001 Mostafa A. Elhosseini Empowering cognitive disabilities in transit: an explainable, emotion-aware ITS framework. e3301 2025 11 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.3301 db/journals/peerj-cs/peerj-cs11.html#AlmalikiBFBBE25 streams/journals/peerj-cs

Hossam Magdy Balaha Asmaa El-Sayed Hassan Rawan Ayman Ahmed Magdy Hassan Balaha Comprehensive multimodal approach for Parkinson's disease classification using artificial intelligence: insights and model explainability. 1845-1877 2025 February 29 Soft Comput. 3 https://doi.org/10.1007/s00500-025-10463-9 db/journals/soco/soco29.html#BalahaHAB25 streams/journals/soco

Ahmed Sharafeldeen Hossam Magdy Balaha Ibrahim Shawky Farahat Mohammed Ghazal James Connelly Eric Van Bogaert Ayman El-Baz A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890875 conf/icassp/2025 db/conf/icassp/icassp2025.html#SharafeldeenBFG25 Hossam Magdy Balaha Ahmed Aboudessouki Ali Mahmoud 0001 Mohammed Ghazal Ayman El-Baz A Dual-Track Framework for Enhancing Age-Related Macular Degeneration Diagnosis Through Embedding and Vision Classification. 1-4 2025 ISBI https://doi.org/10.1109/ISBI60581.2025.10981100 conf/isbi/2025 db/conf/isbi/isbi2025.html#BalahaA0GE25 Hossam Magdy Balaha Ahmed Alksas Amine Fattal Toru Deguchi Ayman El-Baz Enhanced Cervical Vertebral Maturation Assessment Using AI-Based Imaging Analysis System. 1-4 2025 ISBI https://doi.org/10.1109/ISBI60581.2025.10981050 conf/isbi/2025 db/conf/isbi/isbi2025.html#BalahaAFDE25 Israa Sharaby Ahmed Alksas Hossam Magdy Balaha Ali Mahmoud 0001 Mohammed Badawy Mohamed Abou El-Ghar Mohammed Ghazal Sohail Contractor Ayman El-Baz Utilizing Shape-features and GAN-Based Model for Renal Segmentation in DW-MRI. 1-5 2025 ISBI https://doi.org/10.1109/ISBI60581.2025.10981137 conf/isbi/2025 db/conf/isbi/isbi2025.html#SharabyAB0BEGCE25

Mohamed T. Azam Hossam Magdy Balaha Asmaa El-Sayed Hassan Ahmed Alksas Mohamed Shehata 0002 Ahmed El-Morsy Basem I. Awad Norah Saleh Alghamdi Mohammed Ghazal Ayman El-Baz Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis. 127846-127861 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3456630 db/journals/access/access12.html#AzamBHASEAAGE24 streams/journals/access

Israa Sharaby Hossam Magdy Balaha Ahmed Alksas Ali Mahmoud 0001 Mohamed Abou El-Ghar Ashraf Khalil Mohammed Ghazal Sohail Contractor Ayman El-Baz Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior. 162536-162548 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3483661 db/journals/access/access12.html#SharabyBAMEKGCE24 streams/journals/access

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 R. Silva Fahmi Khalifa Ayman El-Baz Incorporating Imaging, Clinical, Pathology, and Demographic Markers for Hormonal Therapy Prediction in Prostate Cancer. 195960-195973 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3520160 db/journals/access/access12.html#AbdelhalimABBEAGCBGSKE24 streams/journals/access

Ahmed Alksas Ahmed Sharafeldeen Hossam Magdy Balaha Mohammad Z. Haq Ali Mahmoud 0001 Mohammed Ghazal Norah Saleh Alghamdi Marah Talal Alhalabi Jawad Yousaf Harpal Sandhu Ayman El-Baz Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. 108309 2024 254 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2024.108309 db/journals/cmpb/cmpb254.html#AlksasSBHMGAAYSE24 streams/journals/cmpb

Mansourah Aljohani Yousry M. AbdulAzeem Hossam Magdy Balaha Mahmoud Mohammed Badawy 0001 Mostafa A. El-Hosseini Advancing feature ranking with hybrid feature ranking weighted majority model: a weighted majority voting strategy enhanced by the Harris hawks optimizer. 308-325 2024 11 J. Comput. Des. Eng. 3 https://doi.org/10.1093/jcde/qwae051 db/journals/jcde/jcde11.html#AljohaniABBE24 streams/journals/jcde

Hossam Magdy Balaha Asmaa El-Sayed Hassan Eman M. El-Gendy Hanaa ZainEldin Mahmoud M. Saafan An aseptic approach towards skin lesion localization and grading using deep learning and harris hawks optimization. 19787-19815 2024 83 Multim. Tools Appl. 7 https://doi.org/10.1007/s11042-023-16201-3 db/journals/mta/mta83.html#BalahaHEZS24

Hossam Magdy Balaha Ahmed Osama Shaban Eman M. El-Gendy Mahmoud M. Saafan Prostate cancer grading framework based on deep transfer learning and Aquila optimizer. 7877-7902 2024 May 36 Neural Comput. Appl. 14 https://doi.org/10.1007/s00521-024-09499-z db/journals/nca/nca36.html#BalahaSES24

Hossam Magdy Balaha Eman M. El-Gendy Mahmoud M. Saafan D<sub>MD<sub>RDF</sub></sub>: diabetes mellitus and retinopathy detection framework using artificial intelligence and feature selection. 11393-11420 2024 October 28 Soft Comput. 19 https://doi.org/10.1007/s00500-024-09873-y db/journals/soco/soco28.html#BalahaES24 streams/journals/soco

Hossam Magdy Balaha Mayada Elgendy Ahmed Alksas Mohamed Shehata 0002 Norah Saleh Alghamdi Fatma Taher Mohammed Ghazal Mahitab Ghoneim Eslam Hamed Fatma Sherif Ahmed Elgarayhi Mohammed Sallah Mohamed Abdelbadie Salem Elsharawy Kamal Harpal Sandhu Ayman El-Baz A Neuroimaging Yolov8-Based Cad Framework for Anosmia Grading in Covid-19. 2951-2956 2024 ICIP https://doi.org/10.1109/ICIP51287.2024.10647303 conf/icip/2024 db/conf/icip/icip2024.html#BalahaEASATGGHS24 Israa Sharaby Ahmed Alksas Hossam Magdy Balaha Ali Mahmoud 0001 Mohammed Ali Badawy Mohamed Abou El-Ghar Ashraf Khalil Mohammed Ghazal Sohail Contractor Ayman El-Baz A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis. 3151-3157 2024 ICIP https://doi.org/10.1109/ICIP51287.2024.10647398 conf/icip/2024 db/conf/icip/icip2024.html#SharabyAB0BEKGC24 Mohamed T. Azam Hossam Magdy Balaha Dibson D. Gondim Akshitkumar Mistry Mohammed Ghazal Ayman El-Baz Histopathological Diagnosis of Meningioma and Solitary Fibrous Tumors Based on a Multi-scale Fusion Approach Utilizing Vision Transformer and Texture Analysis. 31-45 2024 ICPR (28) https://doi.org/10.1007/978-3-031-78104-9_3 conf/icpr/2024-28 db/conf/icpr/icpr2024-28.html#AzamBGMGE24 streams/conf/icpr Hossam Magdy Balaha Khadiga M. Ali Ali Mahmoud 0001 Mohammed Ghazal Ayman El-Baz Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network. 76-91 2024 ICPR (28) https://doi.org/10.1007/978-3-031-78104-9_6 conf/icpr/2024-28 db/conf/icpr/icpr2024-28.html#BalahaAMGE24 streams/conf/icpr Hossam Magdy Balaha Khadiga M. Ali Dibson D. Gondim Mohammed Ghazal Ayman El-Baz Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis. 191-206 2024 ICPR (11) https://doi.org/10.1007/978-3-031-78195-7_13 conf/icpr/2024-11 db/conf/icpr/icpr2024-11.html#BalahaAGGE24 streams/conf/icpr Ainhoa Osa-Sanchez Hossam Magdy Balaha Ali Mahmoud 0001 Mostafa Abdelrahim Mohamed Khudri Begonya Garcia-Zapirain Ayman El-Baz A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability. 250-265 2024 ICPR (27) https://doi.org/10.1007/978-3-031-78398-2_17 conf/icpr/2024-27 db/conf/icpr/icpr2024-27.html#OsaSanchezBMAKGE24 streams/conf/icpr Ahmed Sharafeldeen Hossam Magdy Balaha Ali Mahmoud 0001 Reem Khaled Saher Taman Manar Mansour Hussein Mohammed Ghazal Ayman El-Baz A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. 438-452 2024 ICPR (27) https://doi.org/10.1007/978-3-031-78398-2_29 conf/icpr/2024-27 db/conf/icpr/icpr2024-27.html#SharafeldeenBMKTHGE24 streams/conf/icpr 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 Ayman El-Baz Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635491 conf/isbi/2024 db/conf/isbi/isbi2024.html#AbdelhalimABBEAGCBGSKE24 streams/conf/isbi Ahmed Alksas Ahmed Sharafeldeen Hossam Magdy Balaha Mohammed Ghazal Marah Talal Alhalabi Ali Mahmoud 0001 Rasha Hassan Jawad Yousaf Harpal Sandhu Ayman El-Baz Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635458 conf/isbi/2024 db/conf/isbi/isbi2024.html#AlksasSBGAMHYSE24 streams/conf/isbi 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 A Novel Vit-Based Multi-Scaled and Rotation-Invariance Approach for Precise Differentiation Between Meningioma and Solitary Fibrous Tumor. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635228 conf/isbi/2024 db/conf/isbi/isbi2024.html#AzamBSMHGGME24 streams/conf/isbi Hossam Magdy Balaha Mayada Elgendy Ahmed Alksas Mohamed Shehata 0002 Norah Saleh Alghamdi Fatma Taher Mohammed Ghazal Mahitab Ghoneim Eslam Hamed Fatma Sherif Ahmed Elgarayhi Mohammed Sallah Mohamed Abdelbadie Salem Elsharawy Kamal Harpal Sandhu Ayman El-Baz A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635767 conf/isbi/2024 db/conf/isbi/isbi2024.html#BalahaEASATGGHSESSKSE24 streams/conf/isbi Aya A. Abd El-Khalek Hossam Magdy Balaha Ali Mahmoud 0001 Norah Saleh Alghamdi Mohammed Ghazal Abeer Twakol Khalil Mohy Eldin A. Abo-Elsoud Ayman El-Baz A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635727 conf/isbi/2024 db/conf/isbi/isbi2024.html#ElKhalekBMAGKAE24 streams/conf/isbi Margo Sabry Hossam Magdy Balaha Khadiga M. A. Seddik Hassan Soliman Dibson D. Gondim Mohammed Ghazal Tania Tahtouh Ayman El-Baz A Vision Transformer Approach for Breast Cancer Classification in Histopathology. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635515 conf/isbi/2024 db/conf/isbi/isbi2024.html#SabryBSSGGTE24 streams/conf/isbi

Hossam Magdy Balaha Asmaa El-Sayed Hassan A variate brain tumor segmentation, optimization, and recognition framework. 7403-7456 2023 56 Artif. Intell. Rev. 7 https://doi.org/10.1007/s10462-022-10337-8 db/journals/air/air56.html#BalahaH23

Hossam Magdy Balaha Esraa Raffik Antar Mahmoud M. Saafan Eman M. El-Gendy A comprehensive framework towards segmenting and classifying breast cancer patients using deep learning and Aquila optimizer. 7897-7917 2023 14 J. Ambient Intell. Humaniz. Comput. 6 https://doi.org/10.1007/s12652-023-04600-1 db/journals/jaihc/jaihc14.html#BalahaASE23

Nada R. Yousif Hossam Magdy Balaha Amira Y. Haikal Eman M. El-Gendy A generic optimization and learning framework for Parkinson disease via speech and handwritten records. 10673-10693 2023 14 J. Ambient Intell. Humaniz. Comput. 8 https://doi.org/10.1007/s12652-022-04342-6 db/journals/jaihc/jaihc14.html#YousifBHE23

Mostafa Magdy Balaha Sara El-Kady Hossam Magdy Balaha Mohamed Salama Eslam Emad Muhammed Hassan Mahmoud M. Saafan A vision-based deep learning approach for independent-users Arabic sign language interpretation. 6807-6826 2023 February 82 Multim. Tools Appl. 5 https://doi.org/10.1007/s11042-022-13423-9 db/journals/mta/mta82.html#BalahaEBSEHS23

Mostafa Magdy Balaha Sara El-Kady Hossam Magdy Balaha Mohamed Salama Eslam Emad Muhammed Hassan Mahmoud M. Saafan Correction to: A vision-based deep learning approach for independent-users Arabic sign language interpretation. 6827 2023 February 82 Multim. Tools Appl. 5 https://doi.org/10.1007/s11042-022-13748-5 db/journals/mta/mta82.html#BalahaEBSEHS23a

Hossam Magdy Balaha Asmaa El-Sayed Hassan Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm. 815-853 2023 35 Neural Comput. Appl. 1 https://doi.org/10.1007/s00521-022-07762-9 https://www.wikidata.org/entity/Q114959880 db/journals/nca/nca35.html#BalahaH23

Hossam Magdy Balaha Asmaa El-Sayed Hassan Comprehensive machine and deep learning analysis of sensor-based human activity recognition. 12793-12831 2023 June 35 Neural Comput. Appl. 17 https://doi.org/10.1007/s00521-023-08374-7 db/journals/nca/nca35.html#BalahaH23a

Hossam Magdy Balaha Sarah M. Ayyad Ahmed Alksas Ali E. Takieldeen Mohamed A. Badawy Mohamed Shehata 0002 Mohamed Abou El-Ghar Mohammed Ghazal Ali Mahmoud 0001 Sohail Contractor Ayman El-Baz Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. 2910-2914 2023 ICIP https://doi.org/10.1109/ICIP49359.2023.10222716 conf/icip/2023 db/conf/icip/icip2023.html#BalahaAATBSEGMCE23 Mohamed T. Azzam Ahmed Alksas Hossam Magdy Balaha Asmaa El-Sayed Hassan Mohamed Shehata 0002 Nagham E. Mekky Noha A. Hikal Basem I. Awad Ahmad El-Morsy Mohammed Ghazal Ayman El-Baz A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors. 1-4 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230653 conf/isbi/2023 db/conf/isbi/isbi2023.html#AzzamABHSMHAEGE23 Israa Sharaby Ahmed Alksas A. Nashat Hossam Magdy Balaha Mohamed Shehata 0002 M. Gayhart Ali Mahmoud 0001 Mohammed Ghazal Ashraf Khalil Rasha T. Abouelkheir Ahmed Elmahdy A. Abdelhalim Ahmed Mosbah Ayman El-Baz An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. 1-4 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230510 conf/isbi/2023 db/conf/isbi/isbi2023.html#SharabyANBSGMGKAEAME23

Hossam Magdy Balaha Eman M. El-Gendy Mahmoud M. Saafan A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach. 5063-5108 2022 55 Artif. Intell. Rev. 6 https://doi.org/10.1007/s10462-021-10127-8 https://www.wikidata.org/entity/Q111522745 db/journals/air/air55.html#BalahaES22

Nadiah A. Baghdadi Amer Malki Sally F. Abdelaliem Hossam Magdy Balaha Mahmoud Badawy 0001 Mostafa A. El-Hosseini An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network. 105383 2022 144 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2022.105383 https://www.wikidata.org/entity/Q111522248 db/journals/cbm/cbm144.html#BaghdadiMABBE22

Hossam Magdy Balaha Mohamed Saif Ahmed Tamer Ehab H. Abdelhay Hybrid deep learning and genetic algorithms approach (HMB-DLGAHA) for the early ultrasound diagnoses of breast cancer. 8671-8695 2022 34 Neural Comput. Appl. 11 https://doi.org/10.1007/s00521-021-06851-5 https://www.wikidata.org/entity/Q114960305 db/journals/nca/nca34.html#BalahaSTA22

Hossam Magdy Balaha Ahmed Osama Shaban Eman M. El-Gendy Mahmoud M. Saafan A multi-variate heart disease optimization and recognition framework. 15907-15944 2022 34 Neural Comput. Appl. 18 https://doi.org/10.1007/s00521-022-07241-1 db/journals/nca/nca34.html#BalahaSES22

Nadiah A. Baghdadi Amer Malki Hossam Magdy Balaha Yousry M. AbdulAzeem Mahmoud Badawy 0001 Mostafa A. El-Hosseini Classification of breast cancer using a manta-ray foraging optimized transfer learning framework. e1054 2022 8 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.1054 db/journals/peerj-cs/peerj-cs8.html#BaghdadiMBABE22

Nadiah A. Baghdadi Amer Malki Hossam Magdy Balaha Yousry M. AbdulAzeem Mahmoud Badawy 0001 Mostafa A. El-Hosseini An optimized deep learning approach for suicide detection through Arabic tweets. e1070 2022 8 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.1070 db/journals/peerj-cs/peerj-cs8.html#BaghdadiMBABE22a

Nadiah A. Baghdadi Amer Malki Hossam Magdy Balaha Mahmoud Mohammed Badawy 0001 Mostafa A. El-Hosseini A3C-TL-GTO: Alzheimer Automatic Accurate Classification Using Transfer Learning and Artificial Gorilla Troops Optimizer. 4250 2022 22 Sensors 11 https://doi.org/10.3390/s22114250 https://www.wikidata.org/entity/Q112684353 db/journals/sensors/sensors22.html#BaghdadiMBBE22

Hossam Magdy Balaha Mahmoud M. Saafan Automatic Exam Correction Framework (AECF) for the MCQs, Essays, and Equations Matching. 32368-32389 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3060940 db/journals/access/access9.html#BalahaS21

Yousry M. AbdulAzeem Hossam Magdy Balaha Waleed M. Bahgat Mahmoud Mohammed Badawy 0001 Human Action Recognition Based on Transfer Learning Approach. 82058-82069 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3086668 db/journals/access/access9.html#AbdulAzeemBBB21

Hossam Magdy Balaha Hesham Arafat Ali Hybrid COVID-19 segmentation and recognition framework (HMB-HCF) using deep learning and genetic algorithms. 102156 2021 119 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2021.102156 https://www.wikidata.org/entity/Q112685895 db/journals/artmed/artmed119.html#BalahaBA21

Hossam Magdy Balaha Eman M. El-Gendy Mahmoud M. Saafan CovH2SD: A COVID-19 detection approach based on Harris Hawks Optimization and stacked deep learning. 115805 2021 186 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.115805 https://www.wikidata.org/entity/Q112683320 db/journals/eswa/eswa186.html#BalahaES21

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 Recognizing arabic handwritten characters using deep learning and genetic algorithms. 32473-32509 2021 80 Multim. Tools Appl. 21 https://doi.org/10.1007/s11042-021-11185-4 db/journals/mta/mta80.html#BalahaAYESATSMA21

Hossam Magdy Balaha Hesham Arafat Ali Mahmoud Mohammed Badawy 0001 Automatic recognition of handwritten Arabic characters: a comprehensive review. 3011-3034 2021 33 Neural Comput. Appl. 7 https://doi.org/10.1007/s00521-020-05137-6 db/journals/nca/nca33.html#BalahaAB21

Hossam Magdy Balaha Hesham Arafat Ali Mohamed S. Saraya Mahmoud Mohammed Badawy 0001 A new Arabic handwritten character recognition deep learning system (AHCR-DLS). 6325-6367 2021 33 Neural Comput. Appl. 11 https://doi.org/10.1007/s00521-020-05397-2 db/journals/nca/nca33.html#BalahaASB21

Waleed M. Bahgat Hossam Magdy Balaha Yousry M. AbdulAzeem Mahmoud Mohammed Badawy 0001 An optimized transfer learning-based approach for automatic diagnosis of COVID-19 from chest x-ray images. e555 2021 7 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.555 https://www.wikidata.org/entity/Q110949861 db/journals/peerj-cs/peerj-cs7.html#BahgatBAB21

Khaled Abdel-Ghaffar Sally F. Abdelaliem Mohammed Samy Abdelhaleem A. Abdelhalim Ibrahim Abdelhalim Mariam Mahmoud Abdelhameed Ehab H. Abdelhay Mostafa Abdelrahim Yousry M. AbdulAzeem Mohy Eldin A. Abo-Elsoud Wael Aboelmaaty Ahmed Aboudessouki Rasha T. Abouelkheir Waleed Abdelkarim Abuain Rawan Ayman Ahmed Norah Saleh Alghamdi Marah Talal Alhalabi Asem M. Ali Hesham A. AliHesham Arafat Ali Khadiga M. Ali Mansourah Aljohani Ahmed Alksas Malik Almaliki Esraa Raffik Antar Basem I. Awad Sarah M. Ayyad Mohamed T. Azam Mohamed T. Azzam Mahmoud Mohammed Badawy 0001Mahmoud Badawy 0001 Mohamed A. Badawy Mohammed Badawy Mohammed Ali Badawy Nadiah A. Baghdadi Waleed M. Bahgat Magdy Hassan Balaha Mostafa Magdy Balaha Amna Bamaqa James Connelly Sohail Contractor Toru Deguchi Mohammed El-Abd Rasha F. El-Agamy Ayman El-Baz Eman M. El-Gendy Mohamed Abou El-Ghar Mostafa A. El-HosseiniMostafa A. Elhosseini Sara El-Kady Aya A. Abd El-Khalek Moumen T. El-Melegy Ahmad El-Morsy Ahmed El-Morsy Ahmed Elgarayhi Mayada Elgendy Ahmed Elmahdy Asmaa Elsayed Elsayed Eslam Emad Ibrahim Shawky Farahat Tamer Ahmed Farrag Amine Fattal M. Gayhart Mohammed Ghazal Mahitab Ghoneim Dibson D. Gondim Amira Y. Haikal Eslam Hamed Mohammad Z. Haq Asmaa El-Sayed Hassan Muhammed Hassan Rasha Hassan Noha A. Hikal Manar Mansour Hussein Elsharawy Kamal Reem Khaled Fahmi Khalifa Abeer Twakol Khalil Ashraf Khalil Mohamed Khudri Ali Mahmoud 0001 Mahmoud Refa'at Mahmoud Amer Malki Nagham E. Mekky Akshitkumar Mistry Walid Mohamed Mostafa Mahmoud Mohammed Ahmed Mosbah A. Nashat Ainhoa Osa-Sanchez Mahmoud M. Saafan Margo Sabry Mohamed Saif Mohamed Salama Mohamed Abdelbadie Salem Mohammed Sallah Reem Adel Samak Harpal Sandhu Mohamed S. Saraya Hanaa A. Sayed Khadiga M. A. Seddik Amir A. Sewelam Ashraf Sewelam Ahmed Osama Shaban Israa Sharaby Ahmed Sharafeldeen Mahmoud Ragab Shehata Mohamed Shehata 0002 Fatma Sherif S. R. Silva Scott R. Silva Hassan Soliman Tayseer Hassan A. Soliman Fatma Taher Tania Tahtouh Ali E. Takieldeen Saher Taman Ahmed Tamer Mohammed Mosa Tolba Eric VanbogaertEric Van Bogaert Jawad Yousaf Nada R. Yousif Esraa Khaled Youssef Hanaa ZainEldin Begoña García ZapirainBegonya Garcia-Zapirain