Walaa Gad

Ain Shams University — Egypt

Biochemistry, Genetics and Molecular Biology · Life Sciences

12h-index469citations66works0.22yr avg
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Research Topics

Machine Learning in Bioinformatics(14), Text and Document Classification Technologies(10), Topic Modeling(9), Web Data Mining and Analysis(9), Advanced Text Analysis Techniques(7)

Publications66 total

Comparative analysis of supervised and ensemble models with unsupervised exploration for alzheimer’s disease prediction
Scientific Reports·2026Open Access
Multimodal fusion in graph-based recommendation systems
Multimedia Tools and Applications·2026
Knowledge-based question answering using graph neural networks and contextual language representations
Scientific Reports·2026Open Access
Generating and Detecting Autistic Facial Expression Patterns Using Generative AI and Deep Learning
2025Open Access
FedEnsemble: federated learning model for efficient sentiment analysis
Computing·2025Open Access
Survey on Deep Learning Methods in Drug Repurposing
2025
Photovoltaic Fault Detection with Deep Learning: Trends, Challenges, and Gaps
2025
ALFedPrompt: Efficient Prompt-Tuning for Privacy-Preserving Sentiment Analysis in Federated Learning
2025
A Survey on Fake Image Detection Methodologies: Trends and Techniques
2025
A Comprehensive Review on Machine Learning Approaches for Detecting Knee Osteoporosis
2025
Integration of Multi-Omics Data in Cancer Research: Challenges, Computational Approaches and Applications
2025
AI-Driven Approaches for Geriatric Neurodegenerative Diseases Prediction and Detection: A Comprehensive Study
2025
Ablation-Guided Litterfall Forecasting With Treebased Ensemble Models
2025
Personalized Smart Home Automation Using Machine Learning: Predicting User Activities
Sensors·2025· 2 citedOpen Access
Survey on Emotion Recognition through Posture Detection and the possibility of its application in Virtual Reality
arXiv (Cornell University)·2024· 1 citedOpen Access
SILENT MUTATION FOR GRAY-SCALE IMAGE ENCRYPTION
International journal of intelligent computing and information sciences/International Journal of Intelligent Computing and Information Sciences·2023Open Access
AI-Safe Transportation: Real-Time Incident Detection and Alerting System in Smart Cities
2023· 4 cited
Dental Disease Detection based on CNN for Panoramic Dental Radiographs
2023· 3 cited
A hybrid Stacking-SMOTE model for optimizing the prediction of autistic genes
BMC Bioinformatics·2023· 12 citedOpen Access
Predictors of Hospital Length of Stay among Hospitalized Older Patients with COVID-19
Egyptian Journal of Geriatrics and Gerontology·2023Open Access
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Frequent Co-authors

Abdel-Badeeh M. Salem(9), Mohamed Hashem(7), Nagwa L. Badr(7), Alhasan Alkuhlani(6), Mohamed Roushdy(6), Rasha M. Ismail(5), Anas Alokla(5), Tamer Abdelkader(5), Walaa Alkady(4), Nagwa Badr(4), Mohamed S. Kamel(4), Mustafa Aref(4), Naglaa Fathy(4), Sherine Rady(3), Khaled El-Bahnasy(3), Yasmine M. Afify(3), Nada H. Sharkawy(3), Waleed Nazih(3), Eman M. Aboelela(3), Eman M. Bahgat(2)