Mahmoud Badawy

29 papers Journal 29
YearRankTypeTitle / Venue / Authors
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 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
Bridging research gaps in breast cancer detection: An ensemble approach informed by bibliometric analysis.
Biomed. Signal Process. Control.
Hanaa ZainEldin, Amna Bamaqa, Mohammed Farsi, Mahmoud Badawy, Mostafa A. Elhosseini
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
Early breast cancer detection, affected cell classification, and segmentation framework.
Eng. Appl. Artif. Intell.
Hadeer A. Helaly, Mahmoud Badawy, Eman M. El-Gendy, Amira Y. Haikal
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 J jnl
Integrating V2X solutions in intelligent green cities: an AI-driven point exchange system approach.
Neural Comput. Appl.
Fatma M. Talaat, Warda M. Shaban, Hanaa ZainEldin, Mahmoud Badawy, Mostafa A. El-Hosseini
2024 J jnl
A review of deep learning approaches in clinical and healthcare systems based on medical image analysis.
Multim. Tools Appl.
Hadeer A. Helaly, Mahmoud Badawy, Amira Y. Haikal
2024 J jnl
Active convolutional neural networks sign language (ActiveCNN-SL) framework: a paradigm shift in deaf-mute communication.
Artif. Intell. Rev.
Hanaa ZainEldin, Nadiah A. Baghdadi, Samah A. Gamel, Mansourah Aljohani, Fatma M. Talaat, Amer Malki, Mahmoud Badawy, Mostafa A. El-Hosseini
2024 J jnl
ELCD-NSC
Neural Comput. Appl.
Hadeer A. Helaly, Mahmoud Badawy, Eman M. El-Gendy, Amira Y. Haikal
2024 J jnl
Facial image analysis for automated suicide risk detection with deep neural networks.
Artif. Intell. Rev.
Amr Ezz El-Din Rashed, Ahmed E. Mansour Atwa, Ali Ahmed, Mahmoud Badawy, Mostafa A. Elhosseini, Waleed M. Bahgat
2024 J jnl
SightAid: empowering the visually impaired in the Kingdom of Saudi Arabia (KSA) with deep learning-based intelligent wearable vision system.
Neural Comput. Appl.
Fatma M. Talaat, Mohammed Farsi, Mahmoud Badawy, Mostafa A. El-Hosseini
2024 J jnl
Silent no more: a comprehensive review of artificial intelligence, deep learning, and machine learning in facilitating deaf and mute communication.
Artif. Intell. Rev.
Hanaa ZainEldin, Samah A. Gamel, Fatma M. Talaat, Mansourah Aljohani, Nadiah A. Baghdadi, Amer Malki, Mahmoud Badawy, Mostafa A. Elhosseini
2024 J jnl
Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction.
Neural Comput. Appl.
Fatma M. Talaat, Abdussalam Aljadani, Mahmoud Badawy, Mostafa A. Elhosseini
2023 J jnl
Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators.
Comput. Electr. Eng.
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mahmoud Badawy, Seyedali Mirjalili, Mostafa A. Elhosseini
2022 J jnl
A discrete variant of cuckoo search algorithm to solve the Travelling Salesman Problem and path planning for autonomous trolley inside warehouse.
Knowl. Based Syst.
Mohamed Reda, Ahmed Onsy, Mostafa A. Elhosseini, Amira Y. Haikal, Mahmoud Badawy
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
Deep Learning Approach for Early Detection of Alzheimer's Disease.
Cogn. Comput.
Hadeer A. Helaly, Mahmoud Badawy, Amira Y. Haikal
2022 J jnl
Toward deep MRI segmentation for Alzheimer's disease detection.
Neural Comput. Appl.
Hadeer A. Helaly, Mahmoud Badawy, Amira Y. Haikal
2021 J jnl
A fire detection model based on power-aware scheduling for IoT-sensors in smart cities with partial coverage.
J. Ambient Intell. Humaniz. Comput.
Mostafa A. El-Hosseini, Hanaa ZainEldin, Hesham Arafat, Mahmoud Badawy
2021 J jnl
A novel cuckoo search algorithm with adaptive discovery probability based on double Mersenne numbers.
Neural Comput. Appl.
Mohamed Reda, Mostafa A. Elhosseini, Amira Y. Haikal, Mahmoud Badawy
2021 J jnl
Ambient Healthcare Approach with Hybrid Whale Optimization Algorithm and Naïve Bayes Classifier.
Sensors
Majed Alwateer, Abdulqader M. Almars, Kareem N. Areed, Mostafa A. Elhosseini, Amira Y. Haikal, Mahmoud Badawy
2020 J jnl
An improved dynamic deployment technique based-on genetic algorithm (IDDT-GA) for maximizing coverage in wireless sensor networks.
J. Ambient Intell. Humaniz. Comput.
Hanaa ZainEldin, Mahmoud Badawy, Mostafa A. El-Hosseini, Hesham Arafat, Ajith Abraham
2020 J jnl
MATLAB-based framework for data analytics applied to Hajj dataset: Hajj health meter.
J. Intell. Fuzzy Syst.
Mohammed Farsi, Zohair Malki, Mostafa A. Elhosseini, Mahmoud Badawy
2019 J jnl
An Innovative Damped Cuckoo Search Algorithm With a Comparative Study Against Other Adaptive Variants.
IEEE Access
Mohamed Reda, Amira Y. Haikal, Mostafa A. El-Hosseini, Mahmoud Badawy
2019 J jnl
Biped robot stability based on an A-C parametric Whale Optimization Algorithm.
J. Comput. Sci.
Mostafa A. El-Hosseini, Amira Y. Haikal, Mahmoud Badawy, Nour Khashan
2019 J jnl
Deployment Techniques in Wireless Sensor Networks, Coverage and Connectivity: A Survey.
IEEE Access
Mohammed Farsi, Mostafa A. El-Hosseini, Mahmoud Badawy, Hesham Arafat Ali, Hanaa ZainEldin