Heba M. Afify

Cairo University — Egypt

Computer Science · Physical Sciences

11h-index390citations45works3.52yr avg
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Research Topics

AI in cancer detection(8), Radiomics and Machine Learning in Medical Imaging(5), COVID-19 diagnosis using AI(4), Machine Learning in Bioinformatics(4), Brain Tumor Detection and Classification(4)

Publications45 total

Multi-Classification of Drug–Drug interaction based on a complete graph convolutional neural network and explainable artificial intelligence
Journal of Bioinformatics and Computational Biology·2025
Evaluating TECD Deep Model for Multi-Classification of Triple-Negative Breast Cancer Gene Expression Data
2025
Bioinformatics analysis for immune hub genes in BLIS subtype of triple-negative breast cancer
Egyptian Journal of Medical Human Genetics·2025· 1 citedOpen Access
Classification of anemic condition based on photoplethysmography signals and clinical dataset
Biomedizinische Technik/Biomedical Engineering·2025· 5 citedOpen Access
Stress detection based EEG under varying cognitive tasks using convolution neural network
Neural Computing and Applications·2025· 6 citedOpen Access
Leveraging hybrid 1D-CNN and RNN approach for classification of brain cancer gene expression
Complex & Intelligent Systems·2024· 9 citedOpen Access
Insight into Automatic Image Diagnosis of Ear Conditions Based on Optimized Deep Learning Approach
Annals of Biomedical Engineering·2023· 10 citedOpen Access
Refinement of ensemble strategy for acute lymphoblastic leukemia microscopic images using hybrid CNN-GRU-BiLSTM and MSVM classifier
Neural Computing and Applications·2023· 24 citedOpen Access
Advanced imaging system for brain tumor automatic classification from <scp>MRI</scp> images using <scp>HOG</scp> and <scp>BOF</scp> feature extraction approaches
International Journal of Imaging Systems and Technology·2023· 4 cited
Novel prediction model on OSCC histopathological images via deep transfer learning combined with Grad-CAM interpretation
Biomedical Signal Processing and Control·2023· 42 cited
Classification of Ear Imagery Database using Bayesian Optimization based on CNN-LSTM Architecture
Journal of Digital Imaging·2022· 22 citedOpen Access
A biomechanical analysis of prosthesis disc in lumbar spinal segment using three-dimensional finite element modelling
International Journal of Biomedical Engineering and Technology·2022· 3 cited
A biomechanical analysis of prosthesis disc in lumbar spinal segment using three-dimensional finite element modelling
International Journal of Biomedical Engineering and Technology·2022· 1 cited
A Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1
Applied Artificial Intelligence·2021· 5 citedOpen Access
Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms
Medical & Biological Engineering & Computing·2021· 17 citedOpen Access
Protein secondary structure prediction (PSSP) using different machine algorithms
Egyptian Journal of Medical Human Genetics·2021· 10 citedOpen Access
A 3D image segmentation for lung cancer using V.Net architecture based deep convolutional networks
Journal of Medical Engineering & Technology·2021· 11 cited
An improved framework for polyp image segmentation based on <scp>SegNet</scp> architecture
International Journal of Imaging Systems and Technology·2021· 31 cited
3D reconstruction of structural magnetic resonance neuroimaging based on computer aided detection
International Journal of Bio-Inspired Computation·2021
3D reconstruction of structural magnetic resonance neuroimaging based on computer aided detection
International Journal of Bio-Inspired Computation·2021· 5 cited
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Frequent Co-authors

Aboul Ella Hassanien(16), Kamel K. Mohammed(13), Mai S. Mabrouk(12), Samir Y. Marzouk(10), Manal Abdel Wahed(5), Basma A. Mohamed(2), Ashraf Darwish(2), Muhammad S. Zanaty(2), Ahmed El-Bialy(2), Taha Emara(1), Fatma Helmy Ismail(1), Mohamed B. Abdelhalim(1), Ahmed Y. Sayed(1), Dalia Ezzat(1), Mohamed Hamed N. Taha(1), Muhammad Islam(1), Neven Saleh(1), Ahmed M. Salaheldin(1), Yasser Ismail(1), Fayez K. Fouda(1)