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ORCIDHossam Magdy Balaha
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Journal Articles
- 2025
[j30]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. Biomed. Signal Process. Control. 100: 107088 (2025)- 2024
- [j29]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:
Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis. IEEE Access 12: 127846-127861 (2024) - [j28]Israa Sharaby, Hossam Magdy Balaha, Ahmed Alksas, Ali Mahmoud, 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. IEEE Access 12: 162536-162548 (2024) - [j27]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:
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. Comput. Methods Programs Biomed. 254: 108309 (2024) - [j26]Mansourah Aljohani, Yousry M. AbdulAzeem, Hossam Magdy Balaha, Mahmoud Mohammed Badawy, 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. J. Comput. Des. Eng. 11(3): 308-325 (2024) - [j25]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. Multim. Tools Appl. 83(7): 19787-19815 (2024) - [j24]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. Neural Comput. Appl. 36(14): 7877-7902 (2024) - [j23]Hossam Magdy Balaha, Eman M. El-Gendy, Mahmoud M. Saafan:
DMDRDF: diabetes mellitus and retinopathy detection framework using artificial intelligence and feature selection. Soft Comput. 28(19): 11393-11420 (2024) - 2023
- [j22]Hossam Magdy Balaha, Asmaa El-Sayed Hassan:
A variate brain tumor segmentation, optimization, and recognition framework. Artif. Intell. Rev. 56(7): 7403-7456 (2023) - [j21]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. J. Ambient Intell. Humaniz. Comput. 14(6): 7897-7917 (2023) - [j20]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. J. Ambient Intell. Humaniz. Comput. 14(8): 10673-10693 (2023) - [j19]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. Multim. Tools Appl. 82(5): 6807-6826 (2023) - [j18]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. Multim. Tools Appl. 82(5): 6827 (2023) - [j17]Hossam Magdy Balaha, Asmaa El-Sayed Hassan:
Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm. Neural Comput. Appl. 35(1): 815-853 (2023) - [j16]Hossam Magdy Balaha, Asmaa El-Sayed Hassan:
Comprehensive machine and deep learning analysis of sensor-based human activity recognition. Neural Comput. Appl. 35(17): 12793-12831 (2023) - 2022
- [j15]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. Artif. Intell. Rev. 55(6): 5063-5108 (2022) - [j14]Nadiah A. Baghdadi, Amer Malki, Sally F. Abdelaliem, Hossam Magdy Balaha, Mahmoud Badawy, Mostafa A. El-Hosseini:
An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network. Comput. Biol. Medicine 144: 105383 (2022) - [j13]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. Neural Comput. Appl. 34(11): 8671-8695 (2022) - [j12]Hossam Magdy Balaha, Ahmed Osama Shaban, Eman M. El-Gendy, Mahmoud M. Saafan:
A multi-variate heart disease optimization and recognition framework. Neural Comput. Appl. 34(18): 15907-15944 (2022) - [j11]Nadiah A. Baghdadi, Amer Malki, Hossam Magdy Balaha, Yousry M. AbdulAzeem, Mahmoud Badawy, Mostafa A. El-Hosseini:
Classification of breast cancer using a manta-ray foraging optimized transfer learning framework. PeerJ Comput. Sci. 8: e1054 (2022) - [j10]Nadiah A. Baghdadi, Amer Malki, Hossam Magdy Balaha, Yousry M. AbdulAzeem, Mahmoud Badawy, Mostafa A. El-Hosseini:
An optimized deep learning approach for suicide detection through Arabic tweets. PeerJ Comput. Sci. 8: e1070 (2022) - [j9]Nadiah A. Baghdadi, Amer Malki, Hossam Magdy Balaha, Mahmoud Mohammed Badawy, Mostafa A. El-Hosseini:
A3C-TL-GTO: Alzheimer Automatic Accurate Classification Using Transfer Learning and Artificial Gorilla Troops Optimizer. Sensors 22(11): 4250 (2022) - 2021
- [j8]Hossam Magdy Balaha, Mahmoud M. Saafan:
Automatic Exam Correction Framework (AECF) for the MCQs, Essays, and Equations Matching. IEEE Access 9: 32368-32389 (2021) - [j7]Yousry M. AbdulAzeem, Hossam Magdy Balaha, Waleed M. Bahgat, Mahmoud Mohammed Badawy:
Human Action Recognition Based on Transfer Learning Approach. IEEE Access 9: 82058-82069 (2021) - [j6]Hossam Magdy Balaha, Hesham Arafat Ali:
Hybrid COVID-19 segmentation and recognition framework (HMB-HCF) using deep learning and genetic algorithms. Artif. Intell. Medicine 119: 102156 (2021) - [j5]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. Expert Syst. Appl. 186: 115805 (2021) - [j4]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. Multim. Tools Appl. 80(21): 32473-32509 (2021) - [j3]Hossam Magdy Balaha, Hesham Arafat Ali, Mahmoud Mohammed Badawy:
Automatic recognition of handwritten Arabic characters: a comprehensive review. Neural Comput. Appl. 33(7): 3011-3034 (2021) - [j2]Hossam Magdy Balaha, Hesham Arafat Ali, Mohamed S. Saraya, Mahmoud Mohammed Badawy:
A new Arabic handwritten character recognition deep learning system (AHCR-DLS). Neural Comput. Appl. 33(11): 6325-6367 (2021) - [j1]Waleed M. Bahgat, Hossam Magdy Balaha, Yousry M. AbdulAzeem, Mahmoud Mohammed Badawy:
An optimized transfer learning-based approach for automatic diagnosis of COVID-19 from chest x-ray images. PeerJ Comput. Sci. 7: e555 (2021)
Conference and Workshop Papers
- 2024
- [c14]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. ICPR (28) 2024: 31-45 - [c13]Hossam Magdy Balaha, Khadiga M. Ali, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz:
Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network. ICPR (28) 2024: 76-91 - [c12]Hossam Magdy Balaha, Khadiga M. Ali, Dibson D. Gondim, Mohammed Ghazal, Ayman El-Baz:
Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis. ICPR (11) 2024: 191-206 - [c11]Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Mostafa Abdelrahim, Mohamed Khudri, Begonya Garcia-Zapirain, Ayman El-Baz:
A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability. ICPR (27) 2024: 250-265 - [c10]Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, 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. ICPR (27) 2024: 438-452 - [c9]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. ISBI 2024: 1-4 - [c8]Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammed Ghazal, Marah Talal Alhalabi, Ali Mahmoud, Rasha Hassan, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz:
Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model. ISBI 2024: 1-4 - [c7]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. ISBI 2024: 1-4 - [c6]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:
A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19. ISBI 2024: 1-4 - [c5]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:
A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images. ISBI 2024: 1-4 - [c4]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. ISBI 2024: 1-4 - 2023
- [c3]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:
Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. ICIP 2023: 2910-2914 - [c2]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:
A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors. ISBI 2023: 1-4 - [c1]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:
An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. ISBI 2023: 1-4
Coauthor Index
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