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Journal Articles
- 2024
[j13]Esraa Hassan, M. Shamim Hossain, Abeer Saber
, Samir Elmougy, Ahmed Ghoneim, Ghulam Muhammad:
A quantum convolutional network and ResNet (50)-based classification architecture for the MNIST medical dataset. Biomed. Signal Process. Control. 87(Part B): 105560 (2024)- [j12]Esraa Hassan, Abeer Saber, Samar Elbedwehy:
Knowledge distillation model for Acute Lymphoblastic Leukemia Detection: Exploring the impact of nesterov-accelerated adaptive moment estimation optimizer. Biomed. Signal Process. Control. 94: 106246 (2024) - [j11]Esraa Hassan, M. Shamim Hossain, Samir Elmuogy, Ahmed Ghoneim, Khalid Al Mutib, Abeer Saber:
Ultimate pose estimation: A comparative study. Expert Syst. J. Knowl. Eng. 41(9) (2024) - [j10]Mahmoud Y. Shams, Tarek Abd El-Hafeez, Esraa Hassan:
Acoustic data detection in large-scale emergency vehicle sirens and road noise dataset. Expert Syst. Appl. 249: 123608 (2024) - [j9]Esraa Hassan, Samar Elbedwehy, Mahmoud Y. Shams, Tarek Abd El-Hafeez, Nora El-Rashidy:
Optimizing poultry audio signal classification with deep learning and burn layer fusion. J. Big Data 11(1): 135 (2024) - [j8]Fatma M. Talaat, Shaker H. Ali El-Sappagh, Khaled Alnowaiser, Esraa Hassan:
Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture. BMC Medical Informatics Decis. Mak. 24(1): 23 (2024) - [j7]Samah A. Gamel, Esraa Hassan, Nora El-Rashidy, Fatma M. Talaat:
Exploring the effects of pandemics on transportation through correlations and deep learning techniques. Multim. Tools Appl. 83(3): 7295-7316 (2024) - [j6]Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy:
Detecting COVID-19 in chest CT images based on several pre-trained models. Multim. Tools Appl. 83(24): 65267-65287 (2024) - [j5]Esraa Hassan:
Enhancing coffee bean classification: a comparative analysis of pre-trained deep learning models. Neural Comput. Appl. 36(16): 9023-9052 (2024) - 2023
- [j4]Esraa Hassan, Fatma M. Talaat, Samah Adel Gamel, Samir Abdelrazek, Ahsan Aziz, Yunyoung Nam, Nora El-Rashidy:
Robust Deep Learning Model for Black Fungus Detection Based on Gabor Filter and Transfer Learning. Comput. Syst. Sci. Eng. 47(2): 1507-1525 (2023) - [j3]Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy:
The effect of choosing optimizer algorithms to improve computer vision tasks: a comparative study. Multim. Tools Appl. 82(11): 16591-16633 (2023) - [j2]Esraa Hassan, Samir Elmougy, Mai R. Ibraheem, M. Shamim Hossain, Khalid Al Mutib, Ahmed Ghoneim, Salman A. AlQahtani, Fatma M. Talaat:
Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images. Sensors 23(12): 5393 (2023) - 2021
- [j1]Samir Elmuogy, Noha A. Hikal, Esraa Hassan:
An efficient technique for CT scan images classification of COVID-19. J. Intell. Fuzzy Syst. 40(3): 5225-5238 (2021)
Conference and Workshop Papers
- 2021
- [c1]Esraa Hassan, Habiba Tarek, Mai Hazem, Shaza Bahnacy, Lobna Shaheen, Walaa H. Elashmwai:
Medical Prescription Recognition using Machine Learning. CCWC 2021: 973-979
Coauthor Index
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