Hossam Magdy Balaha

64 papers B 3Misc 1Journal 44Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid YOLOv8-EigenCAM model for accurate and interpretable plant disease classification.
Multim. Tools Appl.
Hossam Magdy Balaha
2026 J jnl
Revolutionizing breast cancer diagnosis: A computer-aided diagnosis framework with Vision Transformers for multistage histopathology-based classification.
Eng. Appl. Artif. Intell.
Hossam Magdy Balaha, Yousry M. AbdulAzeem, Mansourah Aljohani, Mohammed El-Abd, Mahmoud Badawy, Mostafa A. Elhosseini
2025 Misc conf
A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients.
ICASSP
Ahmed Sharafeldeen, Hossam Magdy Balaha, Ibrahim Shawky Farahat, Mohammed Ghazal, James Connelly, Eric Van Bogaert, Ayman El-Baz
2025 — conf
A Dual-Track Framework for Enhancing Age-Related Macular Degeneration Diagnosis Through Embedding and Vision Classification.
ISBI
Hossam Magdy Balaha, Ahmed Aboudessouki, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
2025 J jnl
AI-driven prognostics in pediatric bone marrow transplantation: a CAD approach with Bayesian and PSO optimization.
BMC Medical Informatics Decis. Mak.
Mahmoud Badawy, Yousry M. AbdulAzeem, Hanaa ZainEldin, Hossam Magdy Balaha, Amna Bamaqa, Rasha F. El-Agamy, Hanaa A. Sayed, Mostafa A. Elhosseini
2025 J jnl
Cervical vertebral maturation assessment using an innovative artificial intelligence-based imaging analysis system.
Biomed. Signal Process. Control.
Hossam Magdy Balaha, Ahmed Alksas, Amine Fattal, Amir A. Sewelam, Wael Aboelmaaty, Khaled Abdel-Ghaffar, Toru Deguchi, Ayman El-Baz
2025 J jnl
Challenging the status quo: Why artificial intelligence models must go beyond accuracy in cervical cancer diagnosis.
Biomed. Signal Process. Control.
Yousry M. AbdulAzeem, Hossam Magdy Balaha, Hanaa ZainEldin, Waleed Abdelkarim Abuain, Mahmoud Mohammed Badawy, Mostafa A. Elhosseini
2025 J jnl
Comprehensive multimodal approach for Parkinson's disease classification using artificial intelligence: insights and model explainability.
Soft Comput.
Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Rawan Ayman Ahmed, Magdy Hassan Balaha
2025 J jnl
ESARSA-MRFO-FS: Optimizing Manta-ray Foraging Optimizer using Expected-SARSA reinforcement learning for features selection.
Knowl. Based Syst.
Yousry M. AbdulAzeem, Hossam Magdy Balaha, Amna Bamaqa, Mahmoud Badawy, Mostafa A. Elhosseini
2025 J jnl
Empowering cognitive disabilities in transit: an explainable, emotion-aware ITS framework.
PeerJ Comput. Sci.
Malik Almaliki, Amna Bamaqa, Tamer Ahmed Farrag, Hossam Magdy Balaha, Mahmoud Badawy, Mostafa A. Elhosseini
2025 — conf
Enhanced Cervical Vertebral Maturation Assessment Using AI-Based Imaging Analysis System.
ISBI
Hossam Magdy Balaha, Ahmed Alksas, Amine Fattal, Toru Deguchi, Ayman El-Baz
2025 J jnl
Enhancing Breast Cancer Diagnosis With Multi-Resolution Vision Transformers and Robust Decision-Making.
IEEE Access
Margo Sabry, Hossam Magdy Balaha, Khadiga M. Ali, Tayseer Hassan A. Soliman, Dibson D. Gondim, Mohammed Ghazal, Norah Saleh Alghamdi, Ayman El-Baz
2025 J jnl
Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging.
IEEE Access
Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Ashraf Sewelam, Mohammed Ghazal, Begonya Garcia-Zapirain, Ayman El-Baz
2025 J jnl
H-UDMIR: A Hybrid Unsupervised Deep Learning Framework for Deformable Medical Image Registration.
IEEE Access
Hossam Magdy Balaha, Ali Mahmoud, Mohamed Abou El-Ghar, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2025 J jnl
H2LFR: a hybrid two-layered feature ranking approach for enhanced data analysis.
Knowl. Inf. Syst.
Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Magdy Hassan Balaha
2025 J jnl
LDD-VTS: an AI-based framework for lung disease diagnosis using vision transformers and SHAP.
Health Inf. Sci. Syst.
Hossam Magdy Balaha, Rawan Ayman Ahmed, Magdy Hassan Balaha
2025 — conf
Utilizing Shape-features and GAN-Based Model for Renal Segmentation in DW-MRI.
ISBI
Israa Sharaby, Ahmed Alksas, Hossam Magdy Balaha, Ali Mahmoud, Mohammed Badawy, Mohamed Abou El-Ghar, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2025 J jnl
XV-AMD: An Explainable Vision Transformer Detection Framework for Age-Related Macular Degeneration Using Fundus Imaging.
IEEE 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
2024 — conf
A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability.
ICPR (27)
Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Mostafa Abdelrahim, Mohamed Khudri, Begonya Garcia-Zapirain, Ayman El-Baz
2024 — conf
A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning.
ICPR (27)
Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, Ayman El-Baz
2024 — conf
A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19.
ISBI
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, Mohamed Abdelbadie Salem, Elsharawy Kamal, Harpal Sandhu, Ayman El-Baz
2024 B conf
A Neuroimaging Yolov8-Based Cad Framework for Anosmia Grading in Covid-19.
ICIP
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, Mohamed Abdelbadie Salem, Elsharawy Kamal, Harpal Sandhu, Ayman El-Baz
2024 B conf
A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis.
ICIP
Israa Sharaby, Ahmed Alksas, Hossam Magdy Balaha, Ali Mahmoud, Mohammed Ali Badawy, Mohamed Abou El-Ghar, Ashraf Khalil, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024 — conf
A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images.
ISBI
Aya A. Abd El-Khalek, Hossam Magdy Balaha, Ali Mahmoud, Norah Saleh Alghamdi, Mohammed Ghazal, Abeer Twakol Khalil, Mohy Eldin A. Abo-Elsoud, Ayman El-Baz
2024 — conf
A Novel Vit-Based Multi-Scaled and Rotation-Invariance Approach for Precise Differentiation Between Meningioma and Solitary Fibrous Tumor.
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
2024 — conf
A Vision Transformer Approach for Breast Cancer Classification in Histopathology.
ISBI
Margo Sabry, Hossam Magdy Balaha, Khadiga M. A. Seddik, Hassan Soliman, Dibson D. Gondim, Mohammed Ghazal, Tania Tahtouh, Ayman El-Baz
2024 J jnl
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling.
Comput. Methods Programs Biomed.
Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammad Z. Haq, Ali Mahmoud, Mohammed Ghazal, Norah Saleh Alghamdi, Marah Talal Alhalabi, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz
2024 — conf
Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings.
ISBI
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
2024 J jnl
Advancing feature ranking with hybrid feature ranking weighted majority model: a weighted majority voting strategy enhanced by the Harris hawks optimizer.
J. Comput. Des. Eng.
Mansourah Aljohani, Yousry M. AbdulAzeem, Hossam Magdy Balaha, Mahmoud Mohammed Badawy, Mostafa A. El-Hosseini
2024 J jnl
An aseptic approach towards skin lesion localization and grading using deep learning and harris hawks optimization.
Multim. Tools Appl.
Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Eman M. El-Gendy, Hanaa ZainEldin, Mahmoud M. Saafan
2024 J jnl
Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior.
IEEE Access
Israa Sharaby, Hossam Magdy Balaha, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Ashraf Khalil, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024 J jnl
D
Soft Comput.
Hossam Magdy Balaha, Eman M. El-Gendy, Mahmoud M. Saafan
2024 — conf
Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis.
ICPR (11)
Hossam Magdy Balaha, Khadiga M. Ali, Dibson D. Gondim, Mohammed Ghazal, Ayman El-Baz
2024 — conf
Histopathological Diagnosis of Meningioma and Solitary Fibrous Tumors Based on a Multi-scale Fusion Approach Utilizing Vision Transformer and Texture Analysis.
ICPR (28)
Mohamed T. Azam, Hossam Magdy Balaha, Dibson D. Gondim, Akshitkumar Mistry, Mohammed Ghazal, Ayman El-Baz
2024 J jnl
Incorporating Imaging, Clinical, Pathology, and Demographic Markers for Hormonal Therapy Prediction in Prostate Cancer.
IEEE 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
2024 — conf
Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network.
ICPR (28)
Hossam Magdy Balaha, Khadiga M. Ali, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
2024 J jnl
Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis.
IEEE Access
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
2024 J jnl
Prostate cancer grading framework based on deep transfer learning and Aquila optimizer.
Neural Comput. Appl.
Hossam Magdy Balaha, Ahmed Osama Shaban, Eman M. El-Gendy, Mahmoud M. Saafan
2024 — conf
Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model.
ISBI
Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammed Ghazal, Marah Talal Alhalabi, Ali Mahmoud, Rasha Hassan, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz
2023 — conf
A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors.
ISBI
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
2023 J jnl
A comprehensive framework towards segmenting and classifying breast cancer patients using deep learning and Aquila optimizer.
J. Ambient Intell. Humaniz. Comput.
Hossam Magdy Balaha, Esraa Raffik Antar, Mahmoud M. Saafan, Eman M. El-Gendy
2023 J jnl
A generic optimization and learning framework for Parkinson disease via speech and handwritten records.
J. Ambient Intell. Humaniz. Comput.
Nada R. Yousif, Hossam Magdy Balaha, Amira Y. Haikal, Eman M. El-Gendy
2023 J jnl
A variate brain tumor segmentation, optimization, and recognition framework.
Artif. Intell. Rev.
Hossam Magdy Balaha, Asmaa El-Sayed Hassan
2023 J jnl
A vision-based deep learning approach for independent-users Arabic sign language interpretation.
Multim. Tools Appl.
Mostafa Magdy Balaha, Sara El-Kady, Hossam Magdy Balaha, Mohamed Salama, Eslam Emad, Muhammed Hassan, Mahmoud M. Saafan
2023 — conf
An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility.
ISBI
Israa Sharaby, Ahmed Alksas, A. Nashat, Hossam Magdy Balaha, Mohamed Shehata, M. Gayhart, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Rasha T. Abouelkheir, Ahmed Elmahdy, A. Abdelhalim, A. Mosbah, Ayman El-Baz
2023 J jnl
Comprehensive machine and deep learning analysis of sensor-based human activity recognition.
Neural Comput. Appl.
Hossam Magdy Balaha, Asmaa El-Sayed Hassan
2023 J jnl
Correction to: A vision-based deep learning approach for independent-users Arabic sign language interpretation.
Multim. Tools Appl.
Mostafa Magdy Balaha, Sara El-Kady, Hossam Magdy Balaha, Mohamed Salama, Eslam Emad, Muhammed Hassan, Mahmoud M. Saafan
2023 B conf
Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI.
ICIP
Hossam Magdy Balaha, Sarah M. Ayyad, Ahmed Alksas, Ali E. Takieldeen, Mohamed A. Badawy, Mohamed Shehata, Mohamed Abou El-Ghar, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz
2023 J jnl
Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm.
Neural Comput. Appl.
Hossam Magdy Balaha, Asmaa El-Sayed Hassan
2022 J jnl
A complete framework for accurate recognition and prognosis of COVID-19 patients based on deep transfer learning and feature classification approach.
Artif. Intell. Rev.
Hossam Magdy Balaha, Eman M. El-Gendy, Mahmoud M. Saafan
2022 J jnl
A multi-variate heart disease optimization and recognition framework.
Neural Comput. Appl.
Hossam Magdy Balaha, Ahmed Osama Shaban, Eman M. El-Gendy, Mahmoud M. Saafan
2022 J jnl
A3C-TL-GTO: Alzheimer Automatic Accurate Classification Using Transfer Learning and Artificial Gorilla Troops Optimizer.
Sensors
Nadiah A. Baghdadi, Amer Malki, Hossam Magdy Balaha, Mahmoud Mohammed Badawy, Mostafa A. El-Hosseini
2022 J jnl
An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network.
Comput. Biol. Medicine
Nadiah A. Baghdadi, Amer Malki, Sally F. Abdelaliem, Hossam Magdy Balaha, Mahmoud Badawy, Mostafa A. El-Hosseini
2022 J jnl
An optimized deep learning approach for suicide detection through Arabic tweets.
PeerJ Comput. Sci.
Nadiah A. Baghdadi, Amer Malki, Hossam Magdy Balaha, Yousry M. AbdulAzeem, Mahmoud Badawy, Mostafa A. El-Hosseini
2022 J jnl
Classification of breast cancer using a manta-ray foraging optimized transfer learning framework.
PeerJ Comput. Sci.
Nadiah A. Baghdadi, Amer Malki, Hossam Magdy Balaha, Yousry M. AbdulAzeem, Mahmoud Badawy, Mostafa A. El-Hosseini
2022 J jnl
Hybrid deep learning and genetic algorithms approach (HMB-DLGAHA) for the early ultrasound diagnoses of breast cancer.
Neural Comput. Appl.
Hossam Magdy Balaha, Mohamed Saif, Ahmed Tamer, Ehab H. Abdelhay
2021 J jnl
A new Arabic handwritten character recognition deep learning system (AHCR-DLS).
Neural Comput. Appl.
Hossam Magdy Balaha, Hesham Arafat Ali, Mohamed S. Saraya, Mahmoud Mohammed Badawy
2021 J jnl
An optimized transfer learning-based approach for automatic diagnosis of COVID-19 from chest x-ray images.
PeerJ Comput. Sci.
Waleed M. Bahgat, Hossam Magdy Balaha, Yousry M. AbdulAzeem, Mahmoud Mohammed Badawy
2021 J jnl
Automatic Exam Correction Framework (AECF) for the MCQs, Essays, and Equations Matching.
IEEE Access
Hossam Magdy Balaha, Mahmoud M. Saafan
2021 J jnl
Automatic recognition of handwritten Arabic characters: a comprehensive review.
Neural Comput. Appl.
Hossam Magdy Balaha, Hesham Arafat Ali, Mahmoud Mohammed Badawy
2021 J jnl
CovH2SD: A COVID-19 detection approach based on Harris Hawks Optimization and stacked deep learning.
Expert Syst. Appl.
Hossam Magdy Balaha, Eman M. El-Gendy, Mahmoud M. Saafan
2021 J jnl
Human Action Recognition Based on Transfer Learning Approach.
IEEE Access
Yousry M. AbdulAzeem, Hossam Magdy Balaha, Waleed M. Bahgat, Mahmoud Mohammed Badawy
2021 J jnl
Hybrid COVID-19 segmentation and recognition framework (HMB-HCF) using deep learning and genetic algorithms.
Artif. Intell. Medicine
Hossam Magdy Balaha, Hesham Arafat Ali
2021 J jnl
Recognizing arabic handwritten characters using deep learning and genetic algorithms.
Multim. Tools Appl.
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