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)

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)

Automatic Scoring and Grading of COVID-19 Lung Infection Approach. - Kamel K. Mohammed; Heba M. Afify; Ashraf Darwish; Aboul Ella Hassanien (Digital Transformation and Emerging Technologies for Fighting COVID-19 Pandemic, 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)

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)

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)

Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms. - Heba M. Afify; Muhammad S. Zanaty (Medical Biol. Eng. Comput., 2021)

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)

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., 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., 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., 2023)

Stress detection based EEG under varying cognitive tasks using convolution neural network. - Heba M. Afify; Kamel K. Mohammed; Aboul Ella Hassanien (Neural Comput. Appl., 2025)