Heba M. Afify

14 papers Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi-Classification of Drug-Drug interaction based on a complete graph convolutional neural network and explainable artificial intelligence.
J. Bioinform. Comput. Biol.
Samar Monem, Ashraf Darwish, Aboul Ella Hassanien, Heba M. Afify
2025 J jnl
Stress detection based EEG under varying cognitive tasks using convolution neural network.
Neural Comput. Appl.
Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien
2024 J jnl
Leveraging hybrid 1D-CNN and RNN approach for classification of brain cancer gene expression.
Complex Intell. Syst.
Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien
2023 J jnl
Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches.
Int. J. Imaging Syst. Technol.
Esraa Asem Shaker, Ahmed S. El-Hossiny, Ahmed Hisham Kandil, Ahmed M. El-Bialy, Heba M. Afify
2023 J jnl
Novel prediction model on OSCC histopathological images via deep transfer learning combined with Grad-CAM interpretation.
Biomed. Signal Process. Control.
Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien
2023 J jnl
Refinement of ensemble strategy for acute lymphoblastic leukemia microscopic images using hybrid CNN-GRU-BiLSTM and MSVM classifier.
Neural Comput. Appl.
Kamel K. Mohammed, Aboul Ella Hassanien, Heba M. Afify
2022 J jnl
Classification of Ear Imagery Database using Bayesian Optimization based on CNN-LSTM Architecture.
J. Digit. Imaging
Kamel K. Mohammed, Aboul Ella Hassanien, Heba M. Afify
2021 J jnl
3D reconstruction of structural magnetic resonance neuroimaging based on computer aided detection.
Int. J. Bio Inspired Comput.
Mai S. Mabrouk, Heba M. Afify, Samir Y. Marzouk
2021 J jnl
A Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1.
Appl. Artif. Intell.
Heba M. Afify, Muhammad S. Zanaty
2021 J jnl
An improved framework for polyp image segmentation based on SegNet architecture.
Int. J. Imaging Syst. Technol.
Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien
2021 — ch.
Automatic Scoring and Grading of COVID-19 Lung Infection Approach.
Digital Transformation and Emerging Technologies for Fighting COVID-19 Pandemic
Kamel K. Mohammed, Heba M. Afify, Ashraf Darwish, Aboul Ella Hassanien
2021 J jnl
Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms.
Medical Biol. Eng. Comput.
Heba M. Afify, Muhammad S. Zanaty
2020 J jnl
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.
Heba M. Afify, Ashraf Darwish, Kamel K. Mohammed, Aboul Ella Hassanien
2020 J jnl
Fully Automated Approach for Early Detection of Pigmented Skin Lesion Diagnosis Using ABCD.
J. Heal. Informatics Res.
Mai S. Mabrouk, Ahmed Y. Sayed, Heba M. Afify, Mariam A. Sheha, Amr A. Sharawy