Hossam Magdy Balaha

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 29

Top Topics

Weighted Majority

Handwritten Character Recognition

Automatic Recognition

Top Venues

Neural Comput. Appl.

Multim. Tools Appl.

PeerJ Comput. Sci.

Publications

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) (2024)
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) (2024)
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) (2024)
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 (2024)
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)
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) (2023)
Hossam Magdy Balaha, Asmaa El-Sayed Hassan
Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm. Neural Comput. Appl. 35 (1) (2023)
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) (2023)
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)
Hossam Magdy Balaha, Asmaa El-Sayed Hassan
Comprehensive machine and deep learning analysis of sensor-based human activity recognition. Neural Comput. Appl. 35 (17) (2023)
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) (2023)
Hossam Magdy Balaha, Asmaa El-Sayed Hassan
A variate brain tumor segmentation, optimization, and recognition framework. Artif. Intell. Rev. 56 (7) (2023)
I. 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)
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) (2023)
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) (2022)
Nadiah 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) (2022)
Nadiah 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 (2022)
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) (2022)
Nadiah 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 (2022)
Nadiah 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 (2022)
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) (2022)
Hossam Magdy Balaha, Mahmoud M. Saafan
Automatic Exam Correction Framework (AECF) for the MCQs, Essays, and Equations Matching. IEEE Access 9 (2021)
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) (2021)
Hossam Magdy Balaha, Hesham Arafat Ali, Mahmoud Mohammed Badawy
Automatic recognition of handwritten Arabic characters: a comprehensive review. Neural Comput. Appl. 33 (7) (2021)
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) (2021)
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 (2021)
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 (2021)
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 (2021)
Yousry M. AbdulAzeem, Hossam Magdy Balaha, Waleed M. Bahgat, Mahmoud Mohammed Badawy
Human Action Recognition Based on Transfer Learning Approach. IEEE Access 9 (2021)