Ali Mahmoud
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
26
Venues
4
Active years
2018–2026
Best venue rank
B
Where they publish
Papers
26 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 | 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 |
| 2025 | ICASSP | SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades. | Niveen Nasr El-Den, Mohamed Elsharkawy, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Hani Mahdi, Ayman El-Baz |
| 2025 | ICIP | Afmunet: Adaptive Filter-Based Frequency Modulation UNET For OCTA Segmentation. | Ibrahim Abdelhalim, Mohamed El-Sharkawy, Fatma Taher, Ashraf Khalil, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2025 | ICIP | RAW: Region Attention-Weighted Guided Network with Inter-Region Exchange for AMD Grading. | Ibrahim Abdelhalim, Mohamed El-Sharkawy, Fatma Taher, Wei Wang, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2025 | ICIP | A Novel AI Framework for Breast Cancer Molecular Biomarker Response Score Detection on Cells Level Using Marker-Based Watershed Segmentation and Machine Learning Classifiers. | Ahmed Aboudessouki, Khadiga M. Ali, Ahmed Alksas, Mohamed Elsharkawy, Mohamed T. Azam, Hossam Magdy Balaha, M. Aborahma, Ali Mahmoud, Mohammed Ghazal, Fatma Taher, Nagham E. Mekky, Fathi E. Abd El-Samie, Dibson D. Gondim, Ayman El-Baz |
| 2025 | ICIP | Crossdr: Bridging 2D And 3D Features For Diabetic Retinopathy Classification Using Context-Aware Cross-Attention. | Mohamed El-Sharkawy, Ibrahim Abdelhalim, Fatma Taher, Asem M. Ali, Mohammed Ghazal, Ali Mahmoud, Guruprasad Giridharan, Wei Wang, Ayman El-Baz |
| 2025 | ICIP | A Novel Automated System for Pathological Lung Segmentation Using Modified Local Binary Patterns and Hierarchical Transformers. | Ahmed Sharafeldeen, Fatma Taher, Mohammed Ghazal, Ashraf Khalil, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2024 | ICIP | A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis. | Israa Sharaby, Ahmed Alksas, Hossam Magdy Balaha, Ali Mahmoud, Mohammed Ali Badawy, Mohamed Abou El-Ghar, Ashraf Khalil, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz |
| 2024 | ICPR | MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions. | Ibrahim Abdelhalim, Mohamed Elsharkawy, Namuunaa Nadmid, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2024 | ICPR | Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network. | Hossam Magdy Balaha, Khadiga M. Ali, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape. | Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Mohammad Z. Haq, Rayan Haq, Ali Mahmoud, Harpal Singh Sandhu, Aristomenis Thanos, Ayman El-Baz |
| 2024 | ICPR | A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability. | Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Mostafa Abdelrahim, Mohamed Khudri, Begonya Garcia-Zapirain, Ayman El-Baz |
| 2024 | ICPR | A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. | Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model. | Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2023 | ICIP | Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers. | Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz |
| 2023 | ICIP | Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. | Hossam Magdy Balaha, Sarah M. Ayyad, Ahmed Alksas, Ali E. Takieldeen, Mohamed A. Badawy, Mohamed Shehata, Mohamed Abou El-Ghar, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2023 | ICIP | Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. | Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz |
| 2022 | ICPR | Understanding Autism Using Machine Learning: A Structural MRI Study. | Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz |
| 2020 | ICIP | Precise Statistical Approach for Leaf Segmentation. | Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz |
| 2020 | ICIP | Precise Cerebrovascular Segmentation. | Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz |
| 2018 | ICPR | Towards Personalized Autism Diagnosis: Promising Results. | Yaser A. Elnakieb, Matthew Nitzken, Ahmed Shalaby, Omar Dekhil, Ali Mahmoud, Andy Switala, Adel Elmaghraby, Robert Keynton, Mohammed Ghazal, Ashraf Khalil, Gregory Barnes, Ayman El-Baz |
| 2018 | MICCAI | Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. | Omar Dekhil, Mohamed T. Ali, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Mohammed Ghazal, Hassan Hajjdiab, Begonya Garcia-Zapirain, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz |