| 2026 | ICPR | SDUNet: Shape-Depth Aware Hybrid UNet for Improved Kidney Segmentation in Diffusion-Weighted MRI. | Ibrahim Abdelhalim, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Asem M. Ali, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2026 | ICPR | Bidirectional Cross-Modal Attention Gating for Multimodal Estrogen Receptor Status Classification in Breast Cancer. | Mohamed T. Azam, Walid Mohamed, Khadiga M. Ali, Ahmed Aboudessouki, Hossam Magdy Balaha, Moumen T. El-Melegy, Asem M. Ali, Mohammed Ghazal, Ashraf Khalil, Dibson D. Gondim, Ayman El-Baz |
| 2026 | ICPR | EG-SPXNet: Edge-Gated Superpixel Graph Neural Networks for Interpretable Retinal Disease Grading. | Mohamed El-Sharkawy, Sadman Sakib, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Wei Wang, Ayman El-Baz |
| 2026 | ICPR | Quantifying Multi-site Heterogeneity in Tractography-Based Regression of SRS Cognition in Autism Spectrum Disorder. | Mohamed Khudri, Mostafa Abdelrahim, Moumen T. El-Melegy, Ali Mahmoud, Asem M. Ali, Ahmed Shalaby, Mohammed Ghazal, Fatma Taher, Sohail Contractor, Gregory N. Barnes, Ayman El-Baz |
| 2026 | ICPR | Multimodal Diabetic Retinopathy Classification from OCT via Supergraph Edge-Type Graph Attention. | Sadman Sakib, Mohamed Elsharkawy, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Ashraf Sewelam, Mohammed Ghazal, Ayman El-Baz |
| 2026 | ICPR | 3D NMIBC Segmentation via Texture-Guided Frequency-Aware Transformer on T2-Weighted MRI. | Israa Sharaby, Ahmed Alksas, Osama Ezzat, Amr A. Elsawy, Rasha T. Abouelkheir, Ahmed Elmahdy, Sherry M. Khater, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Mohammed Ghazal, Sohail Contractor, Mahmoud A. Bazeed, Ahmed Mosbah, Ayman El-Baz |
| 2022 | IJCNN | Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data. | Ahmed Mamdouh, Moumen T. El-Melegy, Samia A. Ali, Ayman S. El-Baz |
| 2019 | CVPR | Identification of Tuberculosis Bacilli in ZN-Stained Sputum Smear Images: A Deep Learning Approach. | Moumen T. El-Melegy, Doaa Mohamed, Tarek ElMelegy, Mostafa Abdelrahman |
| 2019 | IBPRIA | Recognition of Arabic Handwritten Literal Amounts Using Deep Convolutional Neural Networks. | Moumen T. El-Melegy, Asmaa Abdelbaset, Alaa E. Abdel-Hakim, Gamal A. El-Sayed |
| 2019 | IBPRIA | Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images Using Faster R-CNN, Transfer Learning and Augmentation. | Moumen T. El-Melegy, Doaa Mohamed, Tarek ElMelegy |
| 2019 | ICIP | Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. | Islam Reda, Ayman El-Baz, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Ashraf Khalil, Robert Keynton |
| 2019 | ICIP | Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. | Mohamed Shehata, Robert Keynton, Ayman El-Baz, Ahmed Shalaby, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohamed A. Badawy, Garth M. Beache, Amy C. Dwyer, Moumen T. El-Melegy, Guruprasad Giridharan |
| 2018 | ICPR | A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. | Hisham Abdeltawab, Mohamed Shehata, Ahmed Shalaby, Samineh Mesbah, Maryam El-Baz, Mohammed Ghazal, Yasmina Alkhalil, Mohamed Abou El-Ghar, Amy C. Dwyer, Moumen T. El-Melegy, Ayman El-Baz |
| 2015 | CVPR | Heat diffusion over weighted manifolds: A new descriptor for textured 3D non-rigid shapes. | Mostafa Abdelrahman, Aly A. Farag, David Swanson, Moumen T. El-Melegy |
| 2014 | CVPR | Better Shading for Better Shape Recovery. | Moumen T. El-Melegy, Aly S. Abdelrahim, Aly A. Farag |
| 2013 | MICCAI | 2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image. | Aly S. Abdelrehim, Aly A. Farag, Ahmed Shalaby, Moumen T. El-Melegy |
| 2012 | CVPR | Realistic 3D reconstruction of the human teeth using shape from shading with shape priors. | Aly S. Abdelrahim, Moumen T. El-Melegy, Aly A. Farag |
| 2012 | ECCV | 3D Object Classification Using Scale Invariant Heat Kernels with Collaborative Classification. | Mostafa Abdelrahman, Moumen T. El-Melegy, Aly A. Farag |
| 2012 | ICIP | Can lens distortion be calibrated from an image of a smooth, textureless Lambertian surface? | Moumen T. El-Melegy, Aly A. Farag |
| 2012 | ICIP | Direct method for shape recovery from polarization and shading. | Ali H. Mahmoud, Moumen T. El-Melegy, Aly A. Farag |
| 2011 | ICIP | A fuzzy framework with prior information unifying registration, segmentation and bias field correction of brain MRI. | Moumen T. El-Melegy, Hashim Mokhtar, Aly A. Farag |
| 2011 | IJCNN | Random sampler M-estimator algorithm for robust function approximation via feed-forward neural networks. | Moumen T. El-Melegy |
| 2011 | IJCNN | RANSAC algorithm with sequential probability ratio test for robust training of feed-forward neural networks. | Moumen T. El-Melegy |
| 2009 | ICIP | Incorporating prior information in the fuzzy C-mean algorithm with application to brain tissues segmentation in MRI. | Moumen T. El-Melegy, Hashim Mokhtar |
| 2007 | ICIP | On Cluster Validity Indexes in Fuzzy and Hard Clustering Algorithms for Image Segmentation. | Moumen T. El-Melegy, Ennumeri A. Zanaty, Walaa M. Abd-Elhafiez, Aly A. Farag |
| 2005 | ICCV | Variational-Based Method to Extract Parametric Shapes from Images. | Moumen T. El-Melegy, Nagi H. Al-Ashwal, Aly A. Farag |
| 2005 | ICIP | Image intrinsic values from shading information. | Moumen T. El-Melegy |
| 2004 | ICIP | A comparative study of statistical and neural methods for remote sensing image classification and decision fusion. | Safaa Mahmoud, Moumen T. El-Melegy, Aly A. Farag |
| 2003 | ICCV | Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection. | Moumen T. El-Melegy, Aly A. Farag |