Ahmed Alksas

30 papers B 7Misc 1Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cervical vertebral maturation assessment using an innovative artificial intelligence-based imaging analysis system.
Biomed. Signal Process. Control.
Hossam Magdy Balaha, Ahmed Alksas, Amine Fattal, Amir A. Sewelam, Wael Aboelmaaty, Khaled Abdel-Ghaffar, Toru Deguchi, Ayman El-Baz
2025 Misc conf
Enhanced Breast Cancer Molecular Biomarker Classification: A Novel Two-Stage Machine Learning Pipeline for Accurate Histological Analysis of Whole Slide Images.
ICASSP
Ahmed Aboudessouki, Kh. M. Ali, Ahmed Alksas, Mohamed El-Sharkawy, M. ABO Rahma, M. Ghazal, Nagham E. Mekky, Eman El-Daydamony, Dibson D. Gondim, Ayman El-Baz
2025 — conf
Enhanced Cervical Vertebral Maturation Assessment Using AI-Based Imaging Analysis System.
ISBI
Hossam Magdy Balaha, Ahmed Alksas, Amine Fattal, Toru Deguchi, Ayman El-Baz
2025 J jnl
Evaluating Explainability in Transfer Learning Models for Pulmonary Nodules Classification: A Comparative Analysis of Generalizability and Interpretability.
Int. J. Pattern Recognit. Artif. Intell.
Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz
2025 — conf
Utilizing Shape-features and GAN-Based Model for Renal Segmentation in DW-MRI.
ISBI
Israa Sharaby, Ahmed Alksas, Hossam Magdy Balaha, Ali Mahmoud, Mohammed Badawy, Mohamed Abou El-Ghar, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024 — conf
A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19.
ISBI
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
2024 B conf
A Neuroimaging Yolov8-Based Cad Framework for Anosmia Grading in Covid-19.
ICIP
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
2024 — conf
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)
Abdelrhman Elkhouly, Ahmed Alksas, Gehad A. Saleh, Mohamed Shehata, Abdelrahman Karawia, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024 B conf
A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis.
ICIP
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 — conf
A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment.
PAIS
Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz
2024 J jnl
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling.
Comput. Methods Programs Biomed.
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
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
Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior.
IEEE Access
Israa Sharaby, Hossam Magdy Balaha, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Ashraf Khalil, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024 J jnl
Hybrid Deep Learning Approach with Feature Engineering for Enhanced Pulmonary Nodule Diagnosis.
SN Comput. Sci.
Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, 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 J jnl
Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis.
IEEE Access
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
2024 — conf
Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model.
ISBI
Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammed Ghazal, Marah Talal Alhalabi, Ali Mahmoud, Rasha Hassan, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz
2023 — conf
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks.
ISBI
Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali Mahmoud, Eric Van Bogaert, Sohail Contractor, Mohammed Ghazal, Adel Elmaghraby, Ayman El-Baz
2023 — conf
A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors.
ISBI
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
2023 J jnl
A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern.
Comput. Methods Programs Biomed.
Ahmed Alksas, Ahmed Shaffie, Mohammed Ghazal, Fatma Taher, Adel Khelifi, Maha Yaghi, Ahmed Soliman, Eric Van Bogaert, Ayman El-Baz
2023 B conf
Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models.
ICIP
Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz
2023 — conf
An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility.
ISBI
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
2023 B conf
Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers.
ICIP
Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz
2023 B conf
Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI.
ICIP
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 J jnl
Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework.
IEEE Access
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
2022 B conf
A Comprehensive Non-invasive System for Early Grading of Gliomas.
ICPR
Ahmed Alksas, Mohamed Shehata, Hala A. A. Atef, Fatma Sherif, Maha Yaghi, Marah Talal Alhalabi, Mohammed Ghazal, Lamiaa El Serougy, Ayman El-Baz
2022 J jnl
A New Framework for Precise Identification of Prostatic Adenocarcinoma.
Sensors
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
2021 J jnl
A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors.
Sensors
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
2021 — conf
A New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal Tumors.
ISBI
Mohamed Shehata, Ahmed Alksas, Rasha T. Abouelkheir, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, Ayman El-Baz
2020 B conf
A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma.
ICPR
Ahmed Alksas, Mohamed Shehata, Gehad A. Saleh, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, Ayman El-Baz