Heba M. Afify

According to our database, Heba M. Afify authored at least 14 papers between 2020 and 2025.

Collaborative distances:

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

2025

Multi-Classification of Drug-Drug interaction based on a complete graph convolutional neural network and explainable artificial intelligence.

Samar Monem, Ashraf Darwish, Aboul Ella Hassanien, Heba M. Afify

J. Bioinform. Comput. Biol., December, 2025

Stress detection based EEG under varying cognitive tasks using convolution neural network.

Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien

Neural Comput. Appl., March, 2025

2024

Leveraging hybrid 1D-CNN and RNN approach for classification of brain cancer gene expression.

Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien

Complex Intell. Syst., 2024

2023

Advanced imaging system for brain tumor automatic classification from MRI images using HOG and BOF feature extraction approaches.

Esraa Asem Shaker, Ahmed S. El-Hossiny, Ahmed Hisham Kandil, Ahmed M. El-Bialy, Heba M. Afify

Int. J. Imaging Syst. Technol., September, 2023

Refinement of ensemble strategy for acute lymphoblastic leukemia microscopic images using hybrid CNN-GRU-BiLSTM and MSVM classifier.

Kamel K. Mohammed, Aboul Ella Hassanien, Heba M. Afify

Neural Comput. Appl., August, 2023

Novel prediction model on OSCC histopathological images via deep transfer learning combined with Grad-CAM interpretation.

Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien

Biomed. Signal Process. Control., May, 2023

2022

Classification of Ear Imagery Database using Bayesian Optimization based on CNN-LSTM Architecture.

Kamel K. Mohammed, Aboul Ella Hassanien, Heba M. Afify

J. Digit. Imaging, 2022

2021

Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms.

Heba M. Afify, Muhammad S. Zanaty

Medical Biol. Eng. Comput., 2021

An improved framework for polyp image segmentation based on SegNet architecture.

Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien

Int. J. Imaging Syst. Technol., 2021

3D reconstruction of structural magnetic resonance neuroimaging based on computer aided detection.

Mai S. Mabrouk, Heba M. Afify, Samir Y. Marzouk

Int. J. Bio Inspired Comput., 2021

A Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1.

Heba M. Afify, Muhammad S. Zanaty

Appl. Artif. Intell., 2021

Automatic Scoring and Grading of COVID-19 Lung Infection Approach.

Kamel K. Mohammed, Heba M. Afify, Ashraf Darwish, Aboul Ella Hassanien

Proceedings of the Digital Transformation and Emerging Technologies for Fighting COVID-19 Pandemic: Innovative Approaches, 2021

2020

Fully Automated Approach for Early Detection of Pigmented Skin Lesion Diagnosis Using ABCD.

Mai S. Mabrouk, Ahmed Y. Sayed, Heba M. Afify, Mariam A. Sheha, Amr A. Sharawy

J. Heal. Informatics Res., 2020

An Automated CAD System of CT Chest Images for COVID-19 Based on Genetic Algorithm and K-Nearest Neighbor Classifier.

Heba M. Afify, Ashraf Darwish, Kamel K. Mohammed, Aboul Ella Hassanien

Ingénierie des Systèmes d Inf., 2020