Ibrahim Abdelhalim

14 papers Journal 4Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	CascadePLS-ViT: Cascade with Patch-Level Self-Supervised Vision Transformers for Breast Cancer Classification in Mammography. ISBI Abdelrahman Abdallah, Mahmoud SalahEldin Kasem, Ibrahim Abdelhalim, Norah Saleh Alghamdi, Sohail Contractor, Ayman El-Baz
2025	—	`conf`	FMUNet: Frequency Modulation-Based UNet for Octa Segmentation. ISBI Ibrahim Abdelhalim, Mohamed Elsharkawy, Ashraf Sewelam, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz
2025	J	`jnl`	Fused-AETNet: A Variational Transformer-Based Framework for Diabetic Retinopathy Classification Using OCT Biomarkers. IEEE Access Mohamed Elsharkawy, Ibrahim Abdelhalim, Ali Mahmoud, Ahmed Gamal, Mohamed El-Said Abdel-Hady, Ashraf Sewelam, Ayman El-Baz
2025	—	`conf`	ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images. ISBI Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Ayman El-Baz
2025	J	`jnl`	Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis. IEEE Access Ibrahim Abdelhalim, Namuunaa Nadmid, Mohamed Elsharkawy, Mohammed Ghazal, Ali H. Mahmoud, Ayman El-Baz
2025	—	`conf`	OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification. ISBI Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Aristomenis Thanos, Ayman El-Baz
2024	—	`conf`	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. MICCAI (12) Ibrahim Abdelhalim, Mohamed Abou El-Ghar, Amy C. Dwyer, Rosemary Ouseph, Sohail Contractor, Ayman El-Baz
2024	—	`conf`	Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings. ISBI 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, Ayman El-Baz
2024	J	`jnl`	CORU: Comprehensive Post-OCR Parsing and Receipt Understanding Dataset. CoRR Abdelrahman Abdallah, Mahmoud Abdalla, Mahmoud SalahEldin Kasem, Mohamed Mahmoud, Ibrahim Abdelhalim, Mohamed Elkasaby, Yasser Elbendary, Adam Jatowt
2024	—	`conf`	IHRRB-DINO: Identifying High-Risk Regions of Breast Masses in Mammogram Images Using Data-Driven Instance Noise (DINO). MICCAI (1) Mahmoud SalahEldin Kasem, Abdelrahman Abdallah, Ibrahim Abdelhalim, Norah Saleh Alghamdi, Sohail Contractor, Ayman El-Baz
2024	J	`jnl`	Incorporating Imaging, Clinical, Pathology, and Demographic Markers for Hormonal Therapy Prediction in Prostate Cancer. IEEE Access 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 R. Silva, Fahmi Khalifa, Ayman El-Baz
2024	—	`conf`	MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions. ICPR (28) Ibrahim Abdelhalim, Mohamed Elsharkawy, Namuunaa Nadmid, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz
2024	—	`conf`	TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape. ICPR (12) Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Mohammad Z. Haq, Rayan Haq, Ali Mahmoud, Harpal Singh Sandhu, Aristomenis Thanos, Ayman El-Baz
2024	—	`conf`	Twoviewdensity-Pvt: A Vision Transformer System for Accurate Bi-Rads Classification in Breast Cancer Grading From Mammogram Images. ISBI Ibrahim Abdelhalim, Y. Almalki, A. Abbas, Mohamed Elsharkawy, R. Karam, S. Alduraibi, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz