COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images. - Ezz El-Din Hemdan; Marwa A. Shouman; Mohamed Esmail Karar (CoRR, 2020)

Handling missing and outliers values by enhanced algorithms for an accurate diabetic classification system. - Elhossiny Ibrahim; Marwa A. Shouman; Hanaa Torkey; Ayman El-Sayed (Multim. Tools Appl., 2021)

Correction to: Handling missing and outliers values by enhanced algorithms for an accurate diabetic classification system. - Elhossiny Ibrahim; Marwa A. Shouman; Hanaa Torkey; Ayman El-Sayed (Multim. Tools Appl., 2021)

Computer-assisted lung diseases detection from pediatric chest radiography using long short-term memory networks. - Marwa A. Shouman; Azza El-Fiky; Salwa Hamada; Ayman El-Sayed; Mohamed Esmail Karar (Comput. Electr. Eng., 2022)

Copyright protection of deep neural network models using digital watermarking: a comparative study. - Alaa Fkirin; Gamal Attiya; Ayman El-Sayed; Marwa A. Shouman (Multim. Tools Appl., 2022)

Reliable plagiarism detection system based on deep learning approaches. - Mohamed A. El-Rashidy; Ramy G. Mohamed; Nawal A. El-Fishawy; Marwa A. Shouman (Neural Comput. Appl., 2022)

Enhancing PM2.5 Prediction Using NARX-Based Combined CNN and LSTM Hybrid Model. - Ahmed Samy AbdElAziz Moursi; Nawal A. El-Fishawy; Soufiene Djahel; Marwa A. Shouman (Sensors, 2022)

An efficient IoT based smart water quality monitoring system. - Ezz El-Din Hemdan; Youssef M. Essa; Marwa A. Shouman; Ayman El-Sayed; Abdullah N. Moustafa (Multim. Tools Appl., 2023)

An effective text plagiarism detection system based on feature selection and SVM techniques. - Mohamed A. El-Rashidy; Ramy G. Mohamed; Nawal A. El-Fishawy; Marwa A. Shouman (Multim. Tools Appl., 2024)

Hybrid two-level protection system for preserving pre-trained DNN models ownership. - Alaa Fkirin; Ahmed Samy AbdElAziz Moursi; Gamal Attiya; Ayman El-Sayed; Marwa A. Shouman (Neural Comput. Appl., 2024)

Comparative analysis of methodologies and approaches in recommender systems utilizing large language models. - Salma S. Elmoghazy; Marwa A. Shouman; Hamdy K. Elminir; Gamal Eldin I. Selim (Artif. Intell. Rev., 2025)