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ORCIDHeba M. Afify
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2020 – today
- 2023
[j10]Heba M. Afify
, Kamel K. Mohammed, Aboul Ella Hassanien:
Novel prediction model on OSCC histopathological images via deep transfer learning combined with Grad-CAM interpretation. Biomed. Signal Process. Control. 83: 104704 (2023)- [j9]Esraa Asem Shaker, Ahmed S. El-Hossiny, Ahmed Hisham Kandil, Ahmed Elbialy, Heba M. Afify:
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches. Int. J. Imaging Syst. Technol. 33(5): 1661-1671 (2023) - [j8]Kamel K. Mohammed, Aboul Ella Hassanien, Heba M. Afify:
Refinement of ensemble strategy for acute lymphoblastic leukemia microscopic images using hybrid CNN-GRU-BiLSTM and MSVM classifier. Neural Comput. Appl. 35(23): 17415-17427 (2023) - 2022
- [j7]Kamel K. Mohammed, Aboul Ella Hassanien, Heba M. Afify:
Classification of Ear Imagery Database using Bayesian Optimization based on CNN-LSTM Architecture. J. Digit. Imaging 35(4): 947-961 (2022) - 2021
- [j6]Heba M. Afify, Muhammad S. Zanaty:
A Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1. Appl. Artif. Intell. 35(15): 1733-1745 (2021) - [j5]Mai S. Mabrouk, Heba M. Afify, Samir Y. Marzouk:
3D reconstruction of structural magnetic resonance neuroimaging based on computer aided detection. Int. J. Bio Inspired Comput. 17(3): 174-181 (2021) - [j4]Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien:
An improved framework for polyp image segmentation based on SegNet architecture. Int. J. Imaging Syst. Technol. 31(3): 1741-1751 (2021) - [j3]Heba M. Afify, Muhammad S. Zanaty:
Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms. Medical Biol. Eng. Comput. 59(9): 1723-1734 (2021) - [p1]Kamel K. Mohammed, Heba M. Afify, Ashraf Darwish, Aboul Ella Hassanien:
Automatic Scoring and Grading of COVID-19 Lung Infection Approach. Digital Transformation and Emerging Technologies for Fighting COVID-19 Pandemic 2021: 63-79 - 2020
- [j2]Heba M. Afify, Ashraf Darwish, Kamel K. Mohammed, Aboul Ella Hassanien:
An Automated CAD System of CT Chest Images for COVID-19 Based on Genetic Algorithm and K-Nearest Neighbor Classifier. Ingénierie des Systèmes d Inf. 25(5): 589-594 (2020) - [j1]Mai S. Mabrouk, Ahmed Y. Sayed, Heba M. Afify, Mariam A. Sheha, Amr A. Sharawy:
Fully Automated Approach for Early Detection of Pigmented Skin Lesion Diagnosis Using ABCD. J. Heal. Informatics Res. 4(2): 151-173 (2020)
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