Medical Prescription Recognition using Machine Learning. - Esraa Hassan; Habiba Tarek; Mai Hazem; Shaza Bahnacy; Lobna Shaheen; Walaa H. Elashmwai (CCWC, 2021)

An efficient technique for CT scan images classification of COVID-19. - Samir Elmuogy; Noha A. Hikal; Esraa Hassan (J. Intell. Fuzzy Syst., 2021)

Robust Deep Learning Model for Black Fungus Detection Based on Gabor Filter and Transfer Learning. - Esraa Hassan; Fatma M. Talaat; Samah Adel Gamel; Samir Abdelrazek; Ahsan Aziz; Yunyoung Nam; Nora El-Rashidy (Comput. Syst. Sci. Eng., 2023)

Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images. - Esraa Hassan; Samir Elmougy; Mai R. Ibraheem; M. Shamim Hossain; Khalid Al Mutib; Ahmed Ghoneim; Salman A. AlQahtani; Fatma M. Talaat (Sensors, 2023)

The effect of choosing optimizer algorithms to improve computer vision tasks: a comparative study. - Esraa Hassan; Mahmoud Y. Shams; Noha A. Hikal; Samir Elmougy (Multim. Tools Appl., 2023)

Knowledge distillation model for Acute Lymphoblastic Leukemia Detection: Exploring the impact of nesterov-accelerated adaptive moment estimation optimizer. - Esraa Hassan; Abeer Saber; Samar Elbedwehy (Biomed. Signal Process. Control., 2024)

Acoustic data detection in large-scale emergency vehicle sirens and road noise dataset. - Mahmoud Y. Shams; Tarek Abd El-Hafeez; Esraa Hassan (Expert Syst. Appl., 2024)

A quantum convolutional network and ResNet (50)-based classification architecture for the MNIST medical dataset. - Esraa Hassan; M. Shamim Hossain; Abeer Saber; Samir Elmougy; Ahmed Ghoneim; Ghulam Muhammad (Biomed. Signal Process. Control., 2024)

Exploring the effects of pandemics on transportation through correlations and deep learning techniques. - Samah A. Gamel; Esraa Hassan; Nora El-Rashidy; Fatma M. Talaat (Multim. Tools Appl., 2024)

Enhancing coffee bean classification: a comparative analysis of pre-trained deep learning models. - Esraa Hassan (Neural Comput. Appl., 2024)

Detecting COVID-19 in chest CT images based on several pre-trained models. - Esraa Hassan; Mahmoud Y. Shams; Noha A. Hikal; Samir Elmougy (Multim. Tools Appl., 2024)

Ultimate pose estimation: A comparative study. - Esraa Hassan; M. Shamim Hossain; Samir Elmuogy; Ahmed Ghoneim; Khalid Al Mutib; Abeer Saber (Expert Syst. J. Knowl. Eng., 2024)

Optimizing poultry audio signal classification with deep learning and burn layer fusion. - Esraa Hassan; Samar Elbedwehy; Mahmoud Y. Shams; Tarek Abd El-Hafeez; Nora El-Rashidy (J. Big Data, 2024)

Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture. - Fatma M. Talaat; Shaker H. Ali El-Sappagh; Khaled Alnowaiser; Esraa Hassan (BMC Medical Informatics Decis. Mak., 2024)

Enhanced dysarthria detection in cerebral palsy and ALS patients using WaveNet and CNN-BiLSTM models: A comparative study with model interpretability. - Esraa Hassan; Abeer Saber; Tarek Abd El-Hafeez; T. Medhat; Mahmoud Y. Shams (Biomed. Signal Process. Control., 2025)

Optimized ensemble deep learning approach for accurate breast cancer diagnosis using transfer learning and grey wolf optimization. - Esraa Hassan; Abeer Saber; Shaker H. Ali El-Sappagh; Nora El-Rashidy (Evol. Syst., 2025)

Intelligent text similarity assessment using Roberta with integrated chaotic perturbation optimization techniques. - Esraa Hassan; Amira Samy Talaat; M. A. Elsabagh (J. Big Data, 2025)