Esraa Hassan

According to our database, Esraa Hassan authored at least 17 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Intelligent text similarity assessment using Roberta with integrated chaotic perturbation optimization techniques.

Esraa Hassan, Amira Samy Talaat, M. A. Elsabagh

J. Big Data, December, 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., June, 2025

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

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., December, 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, December, 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., September, 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., July, 2024

Enhancing coffee bean classification: a comparative analysis of pre-trained deep learning models.

Esraa Hassan

Neural Comput. Appl., June, 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., January, 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., January, 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

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

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., May, 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

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

2021

An efficient technique for CT scan images classification of COVID-19.

Samir Elmuogy, Noha A. Hikal, Esraa Hassan

J. Intell. Fuzzy Syst., 2021

Medical Prescription Recognition using Machine Learning.

Esraa Hassan, Habiba Tarek, Mai Hazem, Shaza Bahnacy, Lobna Shaheen, Walaa H. Elashmwai

Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021