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2020 – today
- 2024
[j8]Mohamed T. Azam, Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Ahmed Alksas, Mohamed Shehata
, Ahmed El-Morsy, Basem I. Awad, Norah Saleh Alghamdi, Mohammed Ghazal, Ayman El-Baz:
Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis. IEEE Access 12: 127846-127861 (2024)- [j7]Israa Sharaby, Hossam Magdy Balaha, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Ashraf Khalil, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz:
Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior. IEEE Access 12: 162536-162548 (2024) - [j6]Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammad Z. Haq, Ali Mahmoud, Mohammed Ghazal, Norah Saleh Alghamdi, Marah Talal Alhalabi, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz:
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. Comput. Methods Programs Biomed. 254: 108309 (2024) - [j5]Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz:
Hybrid Deep Learning Approach with Feature Engineering for Enhanced Pulmonary Nodule Diagnosis. SN Comput. Sci. 5(7): 890 (2024) - [c14]Abdelrhman Elkhouly, Ahmed Alksas, Gehad A. Saleh, Mohamed Shehata, Abdelrahman Karawia, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz:
A New AI System for Precise Grading of HCC Based on Analyzing DW-MRI Radiomics and Alpha-fetoprotein as Liver Cancer Clinical Marker. ICPR (27) 2024: 392-407 - [c13]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:
Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings. ISBI 2024: 1-4 - [c12]Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammed Ghazal, Marah Talal Alhalabi, Ali Mahmoud, Rasha Hassan, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz:
Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model. ISBI 2024: 1-4 - [c11]Hossam Magdy Balaha, Mayada Elgendy, Ahmed Alksas, Mohamed Shehata, Norah Saleh Alghamdi, Fatma Taher, Mohammed Ghazal, Mahitab Ghoneim, Eslam Hamed, Fatma Sherif, Ahmed Elgarayhi, Mohammed Sallah, Mohamed Abdelbadie Salem, Elsharawy Kamal, Harpal Sandhu, Ayman El-Baz:
A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19. ISBI 2024: 1-4 - [c10]Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz:
A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment. PAIS 2024: 1-6 - 2023
- [j4]Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali H. Mahmoud, Eric Van Bogaert, Norah Saleh Alghamdi, Alyssa Neubacher, Sohail Contractor, Mohammed Ghazal, Adel Said Elmaghraby, Ayman El-Baz:
Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework. IEEE Access 11: 99807-99821 (2023) - [j3]Ahmed Alksas, Ahmed Shaffie, Mohammed Ghazal, Fatma Taher, Adel Khelifi, Maha Yaghi, Ahmed Soliman, Eric Van Bogaert, Ayman El-Baz:
A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern. Comput. Methods Programs Biomed. 240: 107692 (2023) - [c9]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:
Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. ICIP 2023: 2910-2914 - [c8]Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz:
Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers. ICIP 2023: 2965-2969 - [c7]Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz:
Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. ICIP 2023: 3130-3134 - [c6]Mohamed T. Azzam, Ahmed Alksas, Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Mohamed Shehata, Nagham E. Mekky, Noha A. Hikal, Basem I. Awad, Ahmad El-Morsy, Mohammed Ghazal, Ayman El-Baz:
A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors. ISBI 2023: 1-4 - [c5]Israa Sharaby, Ahmed Alksas, A. Nashat, Hossam Magdy Balaha, Mohamed Shehata, M. Gayhart, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Rasha T. Abouelkheir, Ahmed Elmahdy, A. Abdelhalim, A. Mosbah, Ayman El-Baz:
An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. ISBI 2023: 1-4 - [c4]Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali Mahmoud, Eric Van Bogaert, Sohail Contractor, Mohammed Ghazal, Adel Elmaghraby, Ayman El-Baz:
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks. ISBI 2023: 1-4 - 2022
- [j2]Sarah M. Ayyad, Mohamed A. Badawy, Mohamed Shehata, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Mohammed Ghazal, Moumen T. El-Melegy, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz:
A New Framework for Precise Identification of Prostatic Adenocarcinoma. Sensors 22(5): 1848 (2022) - [c3]Ahmed Alksas, Mohamed Shehata, Hala A. A. Atef, Fatma Sherif, Maha Yaghi, Marah Talal Alhalabi, Mohammed Ghazal, Lamiaa El Serougy, Ayman El-Baz:
A Comprehensive Non-invasive System for Early Grading of Gliomas. ICPR 2022: 4371-4377 - 2021
- [j1]Mohamed Shehata, Ahmed Alksas, Rasha T. Abouelkheir, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Reem Salim, Ahmed Abdel Khalek Abdel Razek, Norah Saleh Alghamdi, Ayman El-Baz:
A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors. Sensors 21(14): 4928 (2021) - [c2]Mohamed Shehata, Ahmed Alksas, Rasha T. Abouelkheir, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, Ayman El-Baz:
A New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal Tumors. ISBI 2021: 1378-1381 - 2020
- [c1]Ahmed Alksas, Mohamed Shehata, Gehad A. Saleh, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, Ayman El-Baz:
A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma. ICPR 2020: 10375-10382
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