MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions. - Ibrahim Abdelhalim; Mohamed Elsharkawy; Namuunaa Nadmid; Mohammed Ghazal; Ali Mahmoud 001; Ayman El-Baz (ICPR (28), 2024)

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 001; Harpal Singh Sandhu; Aristomenis Thanos; Ayman El-Baz (ICPR (12), 2024)

Twoviewdensity-Pvt: A Vision Transformer System for Accurate Bi-Rads Classification in Breast Cancer Grading From Mammogram Images. - Ibrahim Abdelhalim; Y. Almalki; A. Abbas; Mohamed Elsharkawy; R. Karam; S. Alduraibi; Mohammed Ghazal; Ali Mahmoud 001; Sohail Contractor; Ayman El-Baz (ISBI, 2024)

Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings. - Ibrahim Abdelhalim; Ahmed Alksas; Hossam Magdy Balaha; Mohamed A. Badawy; Mohamed Abou El-Ghar; Norah Saleh Alghamdi; Mohammed Ghazal; Sohail Contractor; Eric Van Bogaert; Dibson D. Gondim; S. R. Silva; Fahmi Khalifa; et al. (ISBI, 2024)

A New Non-invasive AI-Based Diagnostic System for Automated Diagnosis of Acute Renal Rejection in Kidney Transplantation: Analysis of ADC Maps Extracted from Matched 3D Iso-Regions of the Transplanted Kidney. - Ibrahim Abdelhalim; Mohamed Abou El-Ghar; Amy C. Dwyer; Rosemary Ouseph; Sohail Contractor; Ayman El-Baz (MICCAI (12), 2024)

IHRRB-DINO: Identifying High-Risk Regions of Breast Masses in Mammogram Images Using Data-Driven Instance Noise (DINO). - Mahmoud SalahEldin Kasem; Abdelrahman Abdallah; Ibrahim Abdelhalim; Norah Saleh Alghamdi; Sohail Contractor; Ayman El-Baz (MICCAI (1), 2024)

Incorporating Imaging, Clinical, Pathology, and Demographic Markers for Hormonal Therapy Prediction in Prostate Cancer. - Ibrahim Abdelhalim; Ahmed Alksas; Hossam Magdy Balaha; Mohamed A. Badawy; Mohamed Abou El-Ghar; Norah Saleh Alghamdi; Mohammed Ghazal; Sohail Contractor; Eric Van Bogaert; Dibson D. Gondim; Scott Silva; Fahmi Khalifa; et al. (IEEE Access, 2024)

CORU: Comprehensive Post-OCR Parsing and Receipt Understanding Dataset. - Abdelrahman Abdallah; Mahmoud Abdalla; Mahmoud SalahEldin Kasem; Mohamed Mahmoud; Ibrahim Abdelhalim; Mohamed Elkasaby; Yasser Elbendary; Adam Jatowt (CoRR, 2024)

CascadePLS-ViT: Cascade with Patch-Level Self-Supervised Vision Transformers for Breast Cancer Classification in Mammography. - Abdelrahman Abdallah; Mahmoud SalahEldin Kasem; Ibrahim Abdelhalim; Norah Saleh Alghamdi; Sohail Contractor; Ayman El-Baz (ISBI, 2025)

FMUNet: Frequency Modulation-Based UNet for Octa Segmentation. - Ibrahim Abdelhalim; Mohamed Elsharkawy; Ashraf Sewelam; Mohammed Ghazal; Ali Mahmoud 001; Ayman El-Baz (ISBI, 2025)

ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images. - Mohamed Elsharkawy; Ibrahim Abdelhalim; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Ayman El-Baz (ISBI, 2025)

OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification. - Mohamed Elsharkawy; Ibrahim Abdelhalim; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Aristomenis Thanos; Ayman El-Baz (ISBI, 2025)

Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis. - Ibrahim Abdelhalim; Namuunaa Nadmid; Mohamed Elsharkawy; Mohammed Ghazal; Ali H. Mahmoud; Ayman El-Baz (IEEE Access, 2025)