Ibrahim Abdelhalim

According to our database, Ibrahim Abdelhalim authored at least 17 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Multimodal Deep Learning Framework for Prostate Cancer Risk Prediction Integrating Biparametric MRI, Radiology Reports, and Clinical Biomarkers.

Walid Mohamed, Ibrahim Abdelhalim, Tayseer Hassan, Amr M. AbdelAziz, Mohammed Badawy, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Fatma Taher, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

LAPVT: Local Attention-Guided Pyramid Vision Transformers for Retinal Disease Classification.

Assam Albaqami, Mohammed Alnemari, Kaled Alotaibi, Abdullatef Alboalawi, Ibrahim Abdelhalim, Mohamed Elsharkawy

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

CP-MIL: Class Prototype-Based Multiple Instance Learning for Lung Cancer Subtype Classification and Interpretability in Whole Slide Images.

Ibrahim Abdelhalim, Walid Mohamed, Asem M. Ali, Mohammed Ghazal, Ali Mahmoud, Moumen T. El-Melegy, Ayman El-Baz

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Fused-AETNet: A Variational Transformer-Based Framework for Diabetic Retinopathy Classification Using OCT Biomarkers.

Mohamed Elsharkawy, Ibrahim Abdelhalim, Ali Mahmoud, Ahmed Gamal, Mohamed El-Said Abdel-Hady, Ashraf Sewelam, Ayman El-Baz

IEEE Access, 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

OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification.

Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Aristomenis Thanos, Ayman El-Baz

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images.

Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Ayman El-Baz

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

FMUNet: Frequency Modulation-Based UNet for Octa Segmentation.

Ibrahim Abdelhalim, Mohamed Elsharkawy, Ashraf Sewelam, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

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

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

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

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 R. Silva, Fahmi Khalifa, Ayman El-Baz

IEEE Access, 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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 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, Ayman El-Baz

Proceedings of the IEEE International Symposium on Biomedical Imaging, 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, Sohail Contractor, Ayman El-Baz

Proceedings of the IEEE International Symposium on Biomedical Imaging, 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, Harpal Singh Sandhu, Aristomenis Thanos, Ayman El-Baz

Proceedings of the Pattern Recognition - 27th International Conference, 2024

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

Proceedings of the Pattern Recognition - 27th International Conference, 2024