Ayman El-Baz - RankMe

356 papers A* 3A 5B 81C 1Misc 3Journal 93Unranked 170

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainable Multimodal Foundational Models for Retinal Disease Stratification: A Robustness Study Across 15+ Heterogeneous Datasets. IEEE Access Ainhoa Osa-Sanchez, Ayman El-Baz, Ibon Oleagordia Ruiz, Begonya Garcia-Zapirain
2025	Misc	`conf`	A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients. ICASSP Ahmed Sharafeldeen, Hossam Magdy Balaha, Ibrahim Shawky Farahat, Mohammed Ghazal, James Connelly, Eric Van Bogaert, Ayman El-Baz
2025	J	`jnl`	A Comprehensive Deep Learning System With MGRF Modeling for Predicting Breast Cancer Response to Neoadjuvant Chemotherapy. IEEE Access Ahmed Sharafeldeen, Fatma Taher, Norah Saleh Alghamdi, Eman Alnaghy, Reham Alghandour, Khadiga M. Ali, Sameh Shamaa, Abdelrahman Gamal, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2025	—	`conf`	A Dual-Track Framework for Enhancing Age-Related Macular Degeneration Diagnosis Through Embedding and Vision Classification. ISBI Hossam Magdy Balaha, Ahmed Aboudessouki, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
2025	J	`jnl`	AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review. Artif. Intell. Medicine Ibrahim Saleh, Niveen Nasr El-Den, Mohamed Elsharkawy, Ali Mahmoud, Ashraf Sewelam, Wei Wang, Mohammed Ghazal, Ayman El-Baz
2025	J	`jnl`	AI-based non-invasive imaging technologies for early autism spectrum disorder diagnosis: A short review and future directions. Artif. Intell. Medicine Mostafa Abdelrahim, Mohamed Khudri, Ahmed Elnakib, Mohamed Shehata, Kate Weafer, Ashraf Khalil, Gehad A. Saleh, Nihal M. Batouty, Mohammed Ghazal, Sohail Contractor, Gregory Barnes, Ayman El-Baz
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	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`	Enhancing Breast Cancer Diagnosis With Multi-Resolution Vision Transformers and Robust Decision-Making. IEEE Access Margo Sabry, Hossam Magdy Balaha, Khadiga M. Ali, Tayseer Hassan A. Soliman, Dibson D. Gondim, Mohammed Ghazal, Norah Saleh Alghamdi, 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	J	`jnl`	Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging. IEEE Access Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Ashraf Sewelam, Mohammed Ghazal, Begonya Garcia-Zapirain, 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	J	`jnl`	H-UDMIR: A Hybrid Unsupervised Deep Learning Framework for Deformable Medical Image Registration. IEEE Access Hossam Magdy Balaha, Ali Mahmoud, Mohamed Abou El-Ghar, Mohammed Ghazal, Sohail Contractor, 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`	Improving BI-RADS Mammographic Classification With Self-Supervised Vision Transformers and Cascade Learning. IEEE Access Abdelrahman Abdallah, Mahmoud SalahEldin Kasem, Ibrahim Saad Aly Abdelhalim, Norah Saleh Alghamdi, 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
2025	—	`conf`	Predicting Response to Neoadjuvant Chemotherapy using Multi-Modal MRI Radiomics and Machine Learning Approaches. ISBI Abdelrahman Gamal, Ahmed Sharafeldeen, Eman Alnaghy, Reham Alghandour, Khadiga M. Ali, Sameh Shamaa, Amal Aboueleneen, Ahmed Elsaid Tolba, Samir Elmougy, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2025	Misc	`conf`	SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades. ICASSP Niveen Nasr El-Den, Mohamed Elsharkawy, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Hani Mahdi, Ayman El-Baz
2025	J	`jnl`	Seg-Swin: A Dual-Attention Transformer Model for Advanced AMD Classification and Lesion Detection Using Color Fundus Imaging. IEEE Access Niveen Nasr El-Den, Mohamed Elsharkawy, Ibrahim Saleh, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Ashraf Sewelam, Hani Mahdi, 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
2025	J	`jnl`	XV-AMD: An Explainable Vision Transformer Detection Framework for Age-Related Macular Degeneration Using Fundus Imaging. IEEE Access Aya A. Abd El-Khalek, Hossam Magdy Balaha, Mohamed T. Azam, Ashraf Sewelam, Mohammed Ghazal, Abeer Twakol Khalil, Mohy Eldin A. Abo-Elsoud, Ayman El-Baz
2024	—	`conf`	A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability. ICPR (27) Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Mostafa Abdelrahim, Mohamed Khudri, Begonya Garcia-Zapirain, Ayman El-Baz
2024	J	`jnl`	A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography. IEEE J. Biomed. Health Informatics Mohamed El-Sharkawy, Ahmed Sharafeldeen, Fahmi Khalifa, Ahmed Soliman, Ahmed Elnakib, Mohammed Ghazal, Ashraf Sewelam, Aristomenis Thanos, Harpal Singh Sandhu, Ayman El-Baz
2024	—	`conf`	A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. ICPR (27) Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, 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	—	`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	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	J	`jnl`	A Novel Machine Learning Approach for Predicting Neoadjuvant Chemotherapy Response in Breast Cancer: Integration of Multimodal Radiomics With Clinical and Molecular Subtype Markers. IEEE Access Fatma El-Zahraa A. El-Gamal, Ahmed Sharafeldeen, Eman Alnaghy, Reham Alghandour, Norah Saleh Alghamdi, Khadiga M. A. Seddik, Sameh Shamaa, Amal Aboueleneen, Ahmed Elsaid Tolba, Samir Elmougy, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024	—	`conf`	A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images. ISBI Aya A. Abd El-Khalek, Hossam Magdy Balaha, Ali Mahmoud, Norah Saleh Alghamdi, Mohammed Ghazal, Abeer Twakol Khalil, Mohy Eldin A. Abo-Elsoud, Ayman El-Baz
2024	—	`conf`	A Novel Vit-Based Multi-Scaled and Rotation-Invariance Approach for Precise Differentiation Between Meningioma and Solitary Fibrous Tumor. ISBI Mohamed T. Azam, Hossam Magdy Balaha, Khadiga M. A. Seddik, Nagham E. Mekky, Noha A. Hikal, Mohammed Ghazal, Dibson D. Gondim, Akshitkumar Mistry, 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	—	`conf`	A Vision Transformer Approach for Breast Cancer Classification in Histopathology. ISBI Margo Sabry, Hossam Magdy Balaha, Khadiga M. A. Seddik, Hassan Soliman, Dibson D. Gondim, Mohammed Ghazal, Tania Tahtouh, Ayman El-Baz
2024	J	`jnl`	AI-based methods for detecting and classifying age-related macular degeneration: a comprehensive review. Artif. Intell. Rev. Niveen Nasr El-Den, Mohamed El-Sharkawy, Ibrahim Saleh, Mohammed Ghazal, Ashraf Khalil, Mohammad Z. Haq, Ashraf Sewelam, Hani Mahdi, 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	B	`conf`	Automated Segmentation of Lung Regions in 3D CT Scans Using Hybrid Unsupervised-Supervised Models. ICIP Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Sohail Contractor, Ayman El-Baz
2024	J	`jnl`	Editor-in-Chief. IEEE Access Derek Abbott, Sonia Aissa, Anuradha Annaswamy, Nirwan Ansari, Jun Cai, Kun-Shan Chen, Yixin Chen, J.-C. Chiao, Ayman El-Baz, Shaikh Fattah, Hoay Gooi, Maya B. Gokhale, Chih-Lin I, Giuseppe Iannaccone, Yumi Iwashita, Bruce Jacob, Abbas Jamalipour, Bahram Javidi, Weihua Jiang, Okyay Kaynak, Hulya Kirkici, Germano Lambert-Torres, Shengtao Li, Michal Mrozowski, Michele Nappi, Dalma Novak, Hugo Proença, Yi Qian, Zhihua Qu, Susanto Rahardja, Mehrdad Saif, Ali Serpengüzel, Peter H. Siegel, Ashitey Trebi-Ollennu, Daniela Tuninetti, Ge Wang, Keith A. Wear, Andreas Weisshaar, C. Patrick Yue, Enrico Zio
2024	—	`conf`	Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis. ICPR (11) Hossam Magdy Balaha, Khadiga M. Ali, Dibson D. Gondim, Mohammed Ghazal, Ayman El-Baz
2024	—	`conf`	Histopathological Diagnosis of Meningioma and Solitary Fibrous Tumors Based on a Multi-scale Fusion Approach Utilizing Vision Transformer and Texture Analysis. ICPR (28) Mohamed T. Azam, Hossam Magdy Balaha, Dibson D. Gondim, Akshitkumar Mistry, Mohammed Ghazal, 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	—	`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`	Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network. ICPR (28) Hossam Magdy Balaha, Khadiga M. Ali, Ali Mahmoud, Mohammed Ghazal, 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	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`	Precision Diagnosis of Autism Through Resting FMRI and Machine Learning. ISBI Mohamed Khudri, Mostafa Abdelrahim, Mohamed T. Ali, Ahmed Elnakib, Ahmed Shalaby, Ali Mahmoud, Sohail Contractor, Gregory N. Barnes, 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
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
2024	—	`conf`	Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model. ICPR (23) Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Ali Mahmoud, Sohail Contractor, 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	—	`conf`	Diabetic Retinopathy Detection Using 3D OCT Features. ISBI Ahmed Sharafeldeen, Mahmoud Elgafi, Ahmed Elnakib, Ali Mahmoud, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, 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
2023	B	`conf`	Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework. ICIP Oluwatunmise Akinniyi, Imran Razzak, Md Mahmudur Rahman, Harpal Sandhu, Ayman El-Baz, Fahmi Khalifa
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
2022	B	`conf`	A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens. ICPR Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Hanan E. Darwish, Jawad Yousaf, Ayman El-Baz
2022	—	`conf`	Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images. ISBI Sayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Harpal Sandhu, Mohammed Ghazal, Ashraf Sewelam, Mohamed Azim Mohamed, Ayman El-Baz
2022	J	`jnl`	Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques. Sensors Ibrahim Yasser, Fahmi Khalifa, Hisham Abdeltawab, Mohammed Ghazal, Harpal Singh Sandhu, Ayman El-Baz
2022	J	`jnl`	Conditional GANs based system for fibrosis detection and quantification in Hematoxylin and Eosin whole slide images. Medical Image Anal. Ahmed Naglah, Fahmi Khalifa, Ayman El-Baz, Dibson D. Gondim
2022	J	`jnl`	Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images. Sensors Mahmoud Elgafi, Ahmed Sharafeldeen, Ahmed Elnakib, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz
2022	—	`conf`	Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model. ISBI Mohamed El-Sharkawy, Ahmed Sharafeldeen, Ahmed Soliman, Fahmi Khalifa, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz
2022	B	`conf`	Hand Crafted Features for Efficient Lung Cancer Diagnosis Using Stacked Autoencoder. ICPR Ahmed Shaffie, Ahmed Soliman, Victor Van Berkel, Ayman El-Baz
2022	J	`jnl`	Special Issue "Computer Aided Diagnosis Sensors". Sensors Ayman El-Baz, Guruprasad A. Giridharan, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal
2022	J	`jnl`	The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey. Sensors Mohamed El-Sharkawy, Mostafa Elrazzaz, Ahmed Sharafeldeen, Marah Talal Alhalabi, Fahmi Khalifa, Ahmed Soliman, Ahmed Elnakib, Ali Mahmoud, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz
2022	B	`conf`	Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. ICPR Ahmed Sharafeldeen, Mohamed El-Sharkawy, Ahmed Shaffie, Fahmi Khalifa, Ahmed Soliman, Ahmed Naglah, Reem Khaled, Manar Mansour Hussein, Mohammed F. Alrahmawy, Samir Elmougy, Jawad Yousaf, Mohammed Ghazal, Ayman El-Baz
2022	B	`conf`	Understanding Autism Using Machine Learning: A Structural MRI Study. ICPR Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz
2021	J	`jnl`	A CNN Deep Local and Global ASD Classification Approach with Continuous Wavelet Transform Using Task-Based FMRI. Sensors Reem Haweel, Noha A. Seada, Said Ghoniemy, Norah Saleh Alghamdi, Ayman El-Baz
2021	—	`conf`	A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI. ISBI Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohamed A. Badawy, Hanan E. Darwish, 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	J	`jnl`	A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens. Sensors Kamal Hammouda, Fahmi Khalifa, Moumen T. El-Melegy, Mohammed Ghazal, Hanan E. Darwish, Mohamed Abou El-Ghar, Ayman El-Baz
2021	J	`jnl`	A Deep-Learning Framework for the Detection of Oil Spills from SAR Data. Sensors Mohamed Shaban, Reem Salim, Hadil Abu Khalifeh, Adel Khelifi, Ahmed Shalaby, Shady El-Mashad, Ali Mahmoud, Mohammed Ghazal, 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
2021	J	`jnl`	A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort. J. Medical Syst. Mohit Agarwal, Luca Saba, Suneet K. Gupta, Alessandro Carriero, Zeno Falaschi, Alessio Pasche, Pietro Danna, Ayman El-Baz, D. Subbaram Naidu, Jasjit S. Suri
2021	—	`conf`	A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn. ISBI Reem Haweel, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Noha A. Seada, Said Ghoniemy, Gregory Barnes, Ayman El-Baz
2021	—	`conf`	A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors. ISBI Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Ayman El-Baz
2021	J	`jnl`	A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study. IEEE Access Reem Haweel, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Noha A. Seada, Said Ghoniemy, Manuel Casanova, Gregory N. Barnes, Ayman El-Baz
2021	J	`jnl`	A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI). Sensors Fatma El-Zahraa A. El-Gamal, Mohammed Elmogy, Ali Mahmoud, Ahmed Shalaby, Andrew E. Switala, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Norah Saleh Alghamdi, Gregory N. Barnes, Ayman El-Baz
2021	J	`jnl`	A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging. Comput. Medical Imaging Graph. Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohammed Ali Badawy, Hanan E. Darwish, Adel Khelifi, Ayman El-Baz
2021	J	`jnl`	An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images. Sensors Sayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Mohammed Ghazal, Mohamed Azim Mohamed, Harpal Singh Sandhu, Norah Saleh Alghamdi, Ayman El-Baz
2021	—	`conf`	Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces. ISBI Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ali H. Mahmoud, Andy Switala, Mohammed Ghazal, Adel Khelifi, Luay Fraiwan, Georgy Barnes, Ayman El-Baz
2021	J	`jnl`	Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns. Medical Image Anal. Omar Dekhil, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Maiying Kong, Gregory Barnes, Adel Elmaghraby, Ayman El-Baz
2021	—	`conf`	Motion Tracked 3D Visualization System for Segmented ROI in Medical Imaging. ArabWIC Maha Yaghi, Huma Zia, Hassan Hajjdiab, Ayman El-Baz, Mohammed Ghazal
2021	J	`jnl`	Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN. Sensors Ahmed Naglah, Fahmi Khalifa, Reem Khaled, Ahmed Abdel Khalek Abdel Razek, Mohammed Ghazal, Guruprasad Giridharan, Ayman El-Baz
2021	J	`jnl`	Precise Identification of Prostate Cancer from DWI Using Transfer Learning. Sensors Islam R. Abdelmaksoud, Ahmed Shalaby, Ali Mahmoud, Mohammed Elmogy, Ahmed Aboelfetouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Norah Saleh Alghamdi, Ayman El-Baz
2021	J	`jnl`	Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints. Sensors Ahmed Sharafeldeen, Mohamed El-Sharkawy, Norah Saleh Alghamdi, Ahmed Soliman, Ayman El-Baz
2021	J	`jnl`	Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey. Sensors Sarah M. Ayyad, Mohamed Shehata, Ahmed Shalaby, 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`	Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs. Int. J. Comput. Assist. Radiol. Surg. Luca Saba, Mohit Agarwal, Anubhav Patrick, Anudeep Puvvula, Suneet K. Gupta, Alessandro Carriero, John R. Laird, George D. Kitas, Amer M. Johri, Antonella Balestrieri, Zeno Falaschi, Alessio Pasche, Vijay Viswanathan, Ayman El-Baz, Iqbal Alam, Abhinav Jain, D. Subbaram Naidu, Ronald Oberleitner, Narendra N. Khanna, Arindam Bit, Mostafa Fatemi, Azra Alizad, Jasjit S. Suri
2021	J	`jnl`	Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective. IEEE J. Biomed. Health Informatics Jasjit S. Suri, Sushant Agarwal, Suneet K. Gupta, Anudeep Puvvula, Klaudija Viskovic, Neha Suri, Azra Alizad, Ayman El-Baz, Luca Saba, Mostafa Fatemi, D. Subbaram Naidu
2021	J	`jnl`	The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results. Sensors Yaser A. Elnakieb, Mohamed T. Ali, Ahmed Elnakib, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Mohammed Ghazal, Gregory N. Barnes, Ayman El-Baz
2021	—	`conf`	Thyroid Cancer Computer-Aided Diagnosis System using MRI-Based Multi-Input CNN Model. ISBI Ahmed Naglah, Fahmi Khalifa, Reem Khaled, Ahmed Abdel Khalek Abdel Razek, Ayman El-Baz
2020	—	`conf`	A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images. ISBI Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Hisham Abdeltawab, Mohammed Ghazal, Mohamed Abou El-Ghar, Ahmed Haddad, Hanan E. Darwish, Robert Keynton, Ayman El-Baz
2020	B	`conf`	A Comprehensive Framework For Accurate Classification of Pulmonary Nodules. ICIP Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2020	B	`conf`	A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers. ICIP Mohamed Shehata, Mohammed Ghazal, Hadil Abu Khalifeh, Ashraf Khalil, Ahmed Shalaby, Amy C. Dwyer, Ashraf M. Bakr, Robert Keynton, Ayman El-Baz
2020	—	`conf`	A New Physiological Control Strategy based on the CardioMEMS Pulmonary Artery Pressure Sensor for Rotary Blood Pumps. ICCA Jing Peng, Zhiguo Wang, Kairong Qin, Yong Luan, Guruprasad A. Giridharan, Ayman El-Baz, Palaniappan Sethu, Yu Wang
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
2020	—	`conf`	A Novel Framework for Grading Autism Severity Using Task-Based FMRI. ISBI Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Robert Keynton, Gregory Barnes, Ayman El-Baz
2020	J	`jnl`	A Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devices. IEEE Trans. Biomed. Eng. Moustafa Meki, Yu Wang, Palaniappan Sethu, Mohammed Ghazal, Ayman El-Baz, Guruprasad Giridharan
2020	—	`conf`	A Sensorless Suction-Index based Feedback Control Strategy for Rotary Right Ventricular Assist Devices. ICCA Lixue Liang, Zhehuan Tan, Kairong Qin, Yong Luan, Guruprasad A. Giridharan, Ayman El-Baz, Palaniappan Sethu, Yu Wang
2020	J	`jnl`	A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images. Comput. Medical Imaging Graph. Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Norah Saleh Alghamdi, Mohammed Ghazal, Garth M. Beache, Tamer Mohamed, Robert Keynton, Ayman El-Baz
2020	J	`jnl`	A suction index based control system for rotary blood pumps. Biomed. Signal Process. Control. Lixue Liang, Moustafa Meki, Weibin Wang, Palaniappan Sethu, Ayman El-Baz, Guruprasad A. Giridharan, Yu Wang
2020	J	`jnl`	Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks. IEEE Access Mohammed Ghazal, Samr Samir Ali, Ali H. Mahmoud, Ahmed Shalaby, Ayman El-Baz
2020	J	`jnl`	Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors. IEEE Access Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
2020	B	`conf`	Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study. ICIP Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Adel Elmaghraby, Ayman El-Baz
2020	J	`jnl`	Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images. CoRR Taimur Hassan, Ayman El-Baz, Naoufel Werghi
2020	J	`jnl`	Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging. IEEE Access Yaser A. Elnakieb, Mohamed T. Ali, Ahmed Soliman, Ali H. Mahmoud, Ahmed Shalaby, Norah Saleh Alghamdi, Mohammed Ghazal, Ashraf Khalil, Andrew E. Switala, Robert S. Keynton, Gregory N. Barnes, Ayman El-Baz
2020	B	`conf`	Precise Cerebrovascular Segmentation. ICIP Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
2020	B	`conf`	Precise Statistical Approach for Leaf Segmentation. ICIP Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz
2019	—	`conf`	A CAD System for the Early Prediction of Hypertension based on Changes in Cerebral Vasculature. IST Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Guruprasad Giridharan, Ayman El-Baz
2019	—	`conf`	A CNN-Based Framework for Automatic Vitreous Segemntation from OCT Images. IST S. Hagagg, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, M. M. Abdelazim, Mohammed Ghazal, Harpal Sandhu, Ayman El-Baz
2019	—	`conf`	A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images. IST Kamal Hammouda, Ayman El-Baz, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Ahmed Haddad, Mohammed Elmogy, Hanan E. Darwish, Robert Keynton
2019	J	`jnl`	A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. J. Digit. Imaging Ruba Alkadi, Fatma Taher, Ayman El-Baz, Naoufel Werghi
2019	—	`conf`	A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI. IST Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
2019	—	`conf`	A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features. IST Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2019	B	`conf`	A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules. ICIP Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2019	—	`conf`	An Accurate System for Prostate Cancer Localization from Diffusion-Weighted MRI. IST Islam R. Abdelmaksoud, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Robert Keynton, Ayman El-Baz
2019	—	`conf`	Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network. IST Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Garth M. Beache, Tamer Mohamed, Adel Elmaghraby, Mohammed Ghazal, Robert Keynton, Ayman El-Baz
2019	—	`conf`	Chronic Wound Healing Assessment System Based on Color and Texture Analysis. IST Mohammed Elmogy, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
2019	J	`jnl`	Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction. IEEE Access Ashraf Khalil, Mohammed Elmogy, Mohammed Ghazal, Connor Burns, Ayman El-Baz
2019	—	`conf`	Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites. IST Ahmed Naglah, Andrew P. DeFilippis, Fahmi Khalifa, Narayana Singam, Bahjat Aladili, Mohammed Ghazal, Guruprasad Giridharan, Ashraf Khalil, Adel Elmaghraby, Ayman El-Baz
2019	J	`jnl`	Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI. IEEE Trans. Biomed. Eng. Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Mohamed Abou El-Ghar, Amy C. Dwyer, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
2019	—	`conf`	Deep Learning Based Method for Computer Aided Diagnosis of Diabetic Retinopathy. IST Omar Dekhil, Ahmed Naglah, Mohamed Shaban, Mohammed Ghazal, Fatma Taher, Ayman El-Baz
2019	—	`conf`	Detecting Prostate Cancer Using A CNN-Based System Without Segmentation. ISBI Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2019	B	`conf`	Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. ICIP Islam Reda, Ayman El-Baz, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Ashraf Khalil, Robert Keynton
2019	—	`conf`	Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISBI Nabila Eladawi, Ahmed ElTanboly, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
2019	—	`conf`	Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers. IST Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Ayman El-Baz
2019	B	`conf`	Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. ICIP Mohamed Shehata, Robert Keynton, Ayman El-Baz, Ahmed Shalaby, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohamed A. Badawy, Garth M. Beache, Amy C. Dwyer, Moumen T. El-Melegy, Guruprasad Giridharan
2019	B	`conf`	Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network. ICIP Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz
2019	J	`jnl`	Level sets-based image segmentation approach using statistical shape priors. Appl. Math. Comput. Ahmed ElTanboly, Mohammed Ghazal, Hassan Hajjdiab, Ahmed Shalaby, Andy Switala, Ali Mahmoud, Prasanna K. Sahoo, Magdi El-Azab, Ayman El-Baz
2019	—	`conf`	Radiomic-Based Framework for Early Diagnosis of Lung Cancer. ISBI Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2019	—	`conf`	Retinal Layers OCT Scans 3-D Segmentation. IST Ahmed A. Sleman, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Adel Elmaghraby, Ayman El-Baz
2019	J	`jnl`	Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. Comput. Methods Programs Biomed. Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin, Harman S. Suri, Mainak Biswas, Ayman El-Baz, Petros Bangeas, Georgios Tsoulfas, Jasjit S. Suri
2019	J	`jnl`	Vegetation Cover Estimation Using Convolutional Neural Networks. IEEE Access Mohammed Ghazal, Ali Mahmoud, Ali Aslantas, Ahmed Soliman, Ahmed Shalaby, Jón Atli Benediktsson, Ayman El-Baz
2018	—	`conf`	A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging. ECCV Workshops (4) Ruba Alkadi, Ayman El-Baz, Fatma Taher, Naoufel Werghi
2018	—	`conf`	A Computer-Aided System for Prostate Cancer Diagnosis. ISSPIT Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018	—	`conf`	A Computer-Aided System for Prostate Cancer Diagnosis. ISSPIT Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018	B	`conf`	A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. ICPR Hisham Abdeltawab, Mohamed Shehata, Ahmed Shalaby, Samineh Mesbah, Maryam El-Baz, Mohammed Ghazal, Yasmina Alkhalil, Mohamed Abou El-Ghar, Amy C. Dwyer, Moumen T. El-Melegy, Ayman El-Baz
2018	—	`conf`	A New Fast Framework for Early Detection of Prostate Cancer Without Prostate Segmentation. IST Islam Reda, Ahmed Shalaby, Mohammed Elmogy, Mohammed Ghazal, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018	B	`conf`	A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. ICPR Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Abou El-Fetouh, Babajide O. Ayinde, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018	B	`conf`	A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer. ICIP Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Victor Van Berkel, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers. IST Mohamed Shehata, Mohammed Ghazal, Fahmi Khalifa, Mohamed Abou El-Ghar, Ashraf Khalil, Amy C. Dwyer, Ahmed El-giziri, Moumen T. El-Melegy, Ayman El-Baz
2018	B	`conf`	A Novel CNN Segmentation Framework Based on Using New Shape and Appearance Features. ICIP Ahmed Soliman, Ahmed Shaffie, Mohammed Ghazal, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
2018	—	`conf`	A Novel Fully Automated CAD System for Left Ventricle Volume Estimation. ISSPIT Omar Dekhil, Fatma Taher, Fahmi Khalifa, Garth M. Beache, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	A Novel Fully Automated CAD System for Left Ventricle Volume Estimation. ISSPIT Omar Dekhil, Fatma Taher, Fahmi Khalifa, Garth M. Beache, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	A Novel MRA-Based Framework For Detecting Correlation Between Cerebrovascular Changes and Mean Arterial Pressure. IST Heba Kandil, Ahmed Soliman, Mohammed Ghazal, Ali Mahmoud, Ahmed ElTanboly, Samineh Mesbah, Ali Aslantas, Ahmed Shalaby, Guruprasad A. Giridharan, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	A Review on the Cerebrovascular Segmentation Methods. ISSPIT Fatma Taher, Ali Mahmoud, Ahmed Shalaby, Ayman El-Baz
2018	—	`conf`	A Sensorless non-linear Control algorithm for Continuous Flow Right Ventricular Assist Devices. ISSPIT Moustafa Meki, Yu Wang, Palaniappan Sethu, Mohammed Ghazal, Ayman El-Baz, Guruprasad Giridharan
2018	—	`conf`	A new CNN-based system for early diagnosis of prostate cancer. ISBI Islam Reda, Babajide O. Ayinde, Mohammed M. Elmogy, Ahmed Shalaby, Moumen T. El-Melegy, Mohamed Abou El-Ghar, Ahmed Abou El-Fetouh, Mohammed Ghazal, Ayman El-Baz
2018	—	`conf`	A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system. ISBI Heba Kandil, Ahmed Soliman, Luay Fraiwan, Ahmed Shalaby, Ali H. Mahmoud, Ahmed ElTanboly, Adel Elmaghraby, Guruprasad A. Giridharan, Ayman El-Baz
2018	J	`jnl`	Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. J. Medical Syst. Md. Maniruzzaman, Md. Jahanur Rahman, Md. Al-MehediHasan, Harman S. Suri, Md. Menhazul Abedin, Ayman El-Baz, Jasjit S. Suri
2018	B	`conf`	An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network. ICPR Mohammed Elmogy, Begoña García Zapirain, Adel Said Elmaghraby, Ayman El-Baz
2018	B	`conf`	An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images. ICIP Ahmed A. Sleman, Ahmed ElTanboly, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Robert Keynton, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection. IST Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Mohammed Ghazal, Francesco Pichi, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
2018	—	`conf`	An integrated framework for automatic clinical assessment of diabetic retinopathy grade using spectral domain OCT images. ISBI Ahmed ElTanboly, Mohammed Ghazal, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
2018	—	`conf`	Athlete-Customized Injury Prediction using Training Load Statistical Records and Machine Learning. ISSPIT Ahmed Naglah, Fahmi Khalifa, Ali Mahmoud, Mohammed Ghazal, Paul Jones, Teena Murray, Adel Said Elmaghraby, Ayman El-Baz
2018	—	`conf`	Automated Staging of Diabetic Retinopathy Using a 2D Convolutional Neural Network. ISSPIT Mohamed Shaban, Zeliha Ogur, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Harpal Sandhu, Henry Kaplan, Ayman El-Baz
2018	J	`jnl`	Classification of pressure ulcer tissues with 3D convolutional neural network. Medical Biol. Eng. Comput. Begoña García Zapirain, Mohammed Elmogy, Ayman El-Baz, Adel Said Elmaghraby
2018	—	`conf`	Computer-Aided Diagnosis of Prostate Cancer on Diffusion Weighted Imaging: A Technical Review. IST Ahmed Shalaby, Hassan Hajjdiab, Mohammed Ghazal, Islam Reda, Mohammed Elmogy, Ahmed Aboulfotouh, Ali Mahmoud, Ahmed El-giziri, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz
2018	—	`conf`	Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz
2018	—	`conf`	Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol. ISSPIT Mohamed Shehata, Fatma Taher, Mohammed Ghazal, Ali Mahmoud, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Adel Elmaghraby, Ayman El-Baz
2018	B	`conf`	Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone. ICPR Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Francesco Pichi, Mohammed Ghazal, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
2018	B	`conf`	Fuzzy Membership-Driven Level Set for Automatic Kidney Segmentation from DCE-MRI. FUZZ-IEEE Moumen T. El-Melegy, Rasha Abd El-karim, Ayman El-Baz, Mohamed Abou El-Ghar
2018	—	`conf`	Gold Nanoparticles Conjugate Cancer-Targeting Aptamer and Gadolinium Chelate for MR Cancer Imaging. ISSPIT Nagwa ElBaz, Rajat Chauhan, Kurtis T. James, Danial A. Malik, Mingming Zhu, Ayman El-Baz, Robert S. Keynton, Chin K. Ng, Paula J. Bates, Tariq Malik, Martin G. O. Toole
2018	—	`conf`	Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. MICCAI (3) Omar Dekhil, Mohamed T. Ali, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Mohammed Ghazal, Hassan Hajjdiab, Begonya Garcia-Zapirain, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
2018	—	`conf`	MRI Markers for Early Assessment of Bladder Cancer: A Review. ISSPIT Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Mohammed Elmogy, Hanan E. Darwish, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	On The Integration of CT-Derived Features for Accurate Detection of Lung Cancer. ISSPIT Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Robert Keynton, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey. ISSPIT Hisham Abdeltawab, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Tamer Mohamed, Guruprasad Giridharan, Ayman El-Baz
2018	—	`conf`	Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey. ISSPIT Hisham Abdeltawab, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Tamer Mohamed, Guruprasad Giridharan, Ayman El-Baz
2018	B	`conf`	Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants. ICIP Mohamed Shehata, Mohammed Ghazal, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Hassan Hajjdiab, Ashraf Khalil, Ayman El-Baz
2018	B	`conf`	Tissues Classification for Pressure Ulcer Images Based on 3D Convolutional Neural Network. ICIP Mohammed M. Elmogy, Begoña García Zapirain, Connor Burns, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI. ISSPIT Yaser A. Elnakieb, Mohamed T. Ali, Omar Dekhil, Mohamed E. Khalefa, Ahmed Soliman, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Hassan Hajjdiab, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
2018	B	`conf`	Towards Personalized Autism Diagnosis: Promising Results. ICPR Yaser A. Elnakieb, Matthew Nitzken, Ahmed Shalaby, Omar Dekhil, Ali Mahmoud, Andy Switala, Adel Elmaghraby, Robert Keynton, Mohammed Ghazal, Ashraf Khalil, Gregory Barnes, Ayman El-Baz
2018	—	`conf`	Using 3-D CNNs and Local Blood Flow Information to Segment Cerebral Vasculature. ISSPIT Heba Kandil, Ahmed Soliman, Fatma Taher, Ali Mahmoud, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	Using resting state functional MRI to build a personalized autism diagnosis system. ISBI Omar Dekhil, Hassan Hajjdiab, Babajide O. Ayinde, Ahmed Shalaby, Andy Switala, Dawn Sosnin, Aliaa Elshamekh, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
2017	J	`jnl`	3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models. Comput. Math. Methods Medicine Fahmi Khalifa, Ahmed Soliman, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
2017	—	`conf`	A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue. MICCAI (2) Samineh Mesbah, Ahmed Shalaby, Sean Stills, Ahmed Soliman, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz
2017	B	`conf`	A comprehensive framework for early assessment of lung injury. ICIP Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Mohammed Ghazal, Ayman El-Baz
2017	J	`jnl`	A comprehensive non-invasive framework for diagnosing prostate cancer. Comput. Biol. Medicine Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Abou Elfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Naoufel Werghi, Ayman El-Baz
2017	—	`conf`	A generalized MRI-based CAD system for functional assessment of renal transplant. ISBI Fahmi Khalifa, Mohamed Shehata, Ahmed Soliman, Mohamed Abou El-Ghar, Tarek Eldiasty, Amy C. Dwyer, Moumen T. El-Melegy, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
2017	B	`conf`	A new deep-learning approach for early detection of shape variations in autism using structural mri. ICIP Marwa Ismail, Gregory Barnes, Matthew Nitzken, Andrew E. Switala, Ahmed Shalaby, Ehsan Hosseini-Asl, Manuel Casanova, Robert Keynton, Ashraf Khalil, Ayman El-Baz
2017	B	`conf`	A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer. ICIP Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
2017	—	`conf`	A novel CAD system for autism diagnosis using structural and functional MRI. ISBI Omar Dekhil, M. Ismail, Ahmed Shalaby, Andrew E. Switala, Adel Said Elmaghraby, Robert Keynton, Georgy L. Gimel'farb, Gregory Barnes, Ayman El-Baz
2017	J	`jnl`	Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling. IEEE Trans. Medical Imaging Ahmed Soliman, Fahmi Khalifa, Ahmed Elnakib, Mohamed Abou El-Ghar, Neal Dunlap, Brian Wang, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
2017	J	`jnl`	Automated framework for accurate segmentation of pressure ulcer images. Comput. Biol. Medicine Begonya Garcia-Zapirain, Ahmed Shalaby, Ayman El-Baz, Adel Elmaghraby
2017	B	`conf`	Automatic 3-D muscle and fat segmentation of thigh magnetic resonance images in individuals with spinal cord injury. ICIP Samineh Mesbah, Ahmed Shalaby, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz
2017	J	`jnl`	Automatic blood vessels segmentation based on different retinal maps from OCTA scans. Comput. Biol. Medicine Nabila Eladawi, Mohammed M. Elmogy, Omar Helmy, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Shlomit Schaal, Ayman El-Baz
2017	J	`jnl`	Machine Learning Applications in Medical Image Analysis. Comput. Math. Methods Medicine Ayman El-Baz, Georgy L. Gimel'farb, Kenji Suzuki
2017	—	`conf`	Segmentation of Abdominal Aortic Aneurysm (AAA) Based on Topology Prior Model. MIUA Safa Salahat, Ahmed Soliman, Tim McGloughlin, Naoufel Werghi, Ayman El-Baz
2017	J	`jnl`	Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. Comput. Biol. Medicine Tadashi Araki, Pankaj Kumar Jain, Harman S. Suri, Narendra D. Londhe, Nobutaka Ikeda, Ayman El-Baz, Vimal K. Shrivastava, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Ajay Gupta, Jasjit S. Suri
2016	J	`jnl`	3-D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization. IEEE Trans. Biomed. Eng. Ehsan Hosseini-Asl, Jacek M. Zurada, Georgy L. Gimel'farb, Ayman El-Baz
2016	—	`conf`	3D diffusion MRI-based CAD system for early diagnosis of acute renal rejection. ISBI Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Ali E. Takieldeen, Mohamed Abou El-Ghar, Ahmed Shaffie, Amy C. Dwyer, Rosemary Ouseph, Ayman El-Baz, Robert Keynton
2016	—	`conf`	A Promising Non-invasive CAD System for Kidney Function Assessment. MICCAI (3) Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Mohamed Abou El-Ghar, Amy C. Dwyer, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
2016	—	`conf`	A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. ISBI Islam Reda, Ahmed Shalaby, Mohamed Abou El-Ghar, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Ehsan Hosseini-Asl, Ayman El-Baz, Robert Keynton
2016	B	`conf`	A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI. ICIP Mohamed Shehata, Fahmi Khalifa, Elizabeth Hollis, Ahmed Soliman, Ehsan Hosseini-Asl, Mohamed Abou El-Ghar, Maryam El-Baz, Amy C. Dwyer, Ayman El-Baz, Robert Keynton
2016	B	`conf`	A novel automatic segmentation of healthy and diseased retinal layers from OCT scans. ICIP Ahmed ElTanboly, Marwa Ismail, Andrew E. Switala, M. Mahmoud, Ahmed Soliman, T. Neyer, A. Palacio, A. Hadayer, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
2016	B	`conf`	A random forest-based framework for 3D kidney segmentation from dynamic contrast-enhanced CT images. ICIP Fahmi Khalifa, Ahmed Soliman, Amy C. Dwyer, Georgy L. Gimel'farb, Ayman El-Baz
2016	J	`jnl`	Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network. CoRR Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz
2016	J	`jnl`	Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network. CoRR Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Ayman El-Baz
2016	B	`conf`	Alzheimer's disease diagnostics by adaptation of 3D convolutional network. ICIP Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz
2016	—	`conf`	An ISO-surfaces based local deformation handling framework of lung tissues. ISBI Ahmed Soliman, Fahmi Khalifa, Neal Dunlap, Brian Wang, Mohamed Abou El-Ghar, Ayman El-Baz
2016	B	`conf`	Computer-aided diagnostic tool for early detection of prostate cancer. ICIP Islam Reda, Ahmed Shalaby, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Naoufel Werghi, Robert Keynton, Ayman El-Baz
2016	—	`conf`	Detection of lung injury using 4D-CT chest images. ISBI Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Ayman El-Baz
2016	—	`conf`	Detection of white matter abnormalities in MR brain images for diagnosis of autism in children. ISBI Marwa Ismail, Ahmed Soliman, Ahmed ElTanboly, Andrew E. Switala, Mona Mahmoud, Fahmi Khalifa, Georgy L. Gimel'farb, Manuel F. Casanova, Robert Keynton, Ayman El-Baz
2016	J	`jnl`	Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. Comput. Methods Programs Biomed. Sumit K. Banchhor, Tadashi Araki, Narendra D. Londhe, Nobutaka Ikeda, Petia Radeva, Ayman El-Baz, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri
2016	—	`conf`	Image-Based Computer-Aided Diagnostic System for Early Diagnosis of Prostate Cancer. MICCAI (1) Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Aboulfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Georgy L. Gimel'farb, Ayman El-Baz
2016	B	`conf`	Image-based CAD system for accurate identification of lung injury. ICIP Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Ni Liu, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
2016	J	`jnl`	Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models. IEEE J. Biomed. Health Informatics Amir Alansary, Marwa Ismail, Ahmed Soliman, Fahmi Khalifa, Matthew Nitzken, Ahmed Elnakib, Mahmoud Mostapha, Austin Black, Katie Stinebruner, Manuel F. Casanova, Jacek M. Zurada, Ayman El-Baz
2016	—	`conf`	Kidney segmentation from CT images using a 3D NMF-guided active contour model. ISBI Fahmi Khalifa, Ahmed Soliman, Ali E. Takieldeen, Mohamed Shehata, Mahmoud Mostapha, Ahmed Shaffie, Rosemary Ouseph, Adel Elmaghraby, Ayman El-Baz
2015	B	`conf`	A level set-based framework for 3D kidney segmentation from diffusion MR images. ICIP Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Rahaf Alrefai, Mohamed Abou El-Ghar, Amy C. Dwyer, Rosemary Ouseph, Ayman El-Baz
2015	—	`conf`	A novel framework for automatic segmentation of kidney from DW-MRI. ISBI Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Rahaf Alrefai, Mohamed Abou El-Ghar, Amy C. Dwyer, Rosemary Ouseph, Ayman El-Baz
2015	B	`conf`	A novel framework for the segmentationof mrinfant brain images. ICIP Mahmoud Mostapha, Manuel F. Casanova, Ayman El-Baz
2015	B	`conf`	Automatic segmentation of pathological lung using incremental nonnegative matrix factorization. ICIP Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz
2015	J	`jnl`	Intramyocardial strain estimation from cardiac cine MRI. Int. J. Comput. Assist. Radiol. Surg. Ahmed Elnakib, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz
2015	J	`jnl`	MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. Comput. Intell. Neurosci. Adriënne M. Mendrik, Koen L. Vincken, Hugo J. Kuijf, Marcel Breeuwer, Willem H. Bouvy, Jeroen de Bresser, Amir Alansary, Marleen de Bruijne, Aaron Carass, Ayman El-Baz, Amod Jog, Ranveer Katyal, Ali R. Khan, Fedde van der Lijn, Qaiser Mahmood, Ryan Mukherjee, Annegreet van Opbroek, Sahil Paneri, Sérgio Pereira, Mikael Persson, Martin Rajchl, Duygu Sarikaya, Örjan Smedby, Carlos A. Silva, Henri A. Vrooman, Saurabh Vyas, Chunliang Wang, Liang Zhao, Geert Jan Biessels, Max A. Viergever
2015	B	`conf`	Segmentation of infant brain MR images based on adaptive shape prior and higher-order MGRF. ICIP Marwa Ismail, Mahmoud Mostapha, Ahmed Soliman, Matthew Nitzken, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Manuel Casanova, Ayman El-Baz
2015	B	`conf`	Segmentationof pathological lungs from CT chest images. ICIP Ahmed Soliman, Ahmed Elnakib, Fahmi Khalifa, Mohamed Abou El-Ghar, Ayman El-Baz
2015	—	`conf`	Segmenting Kidney DCE-MRI Using 1st-Order Shape and 5th-Order Appearance Priors. MICCAI (1) Ni Liu, Ahmed Soliman, Georgy L. Gimel'farb, Ayman El-Baz
2015	—	`conf`	Towards Non-invasive Image-Based Early Diagnosis of Autism. MICCAI (2) Mahmoud Mostapha, Manuel Casanova, Georgy L. Gimel'farb, Ayman El-Baz
2015	—	`conf`	Using physiological signal analysis to design affective VR games. ISSPIT Yi Li, Adel Said Elmaghraby, Ayman El-Baz, Estate M. Sokhadze
2014	B	`conf`	A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images. ICIP Hisham Sliman, Ahmed Elnakib, Garth M. Beache, Ahmed Soliman, Fahmi Khalifa, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz
2014	B	`conf`	A statistical framework for the classification of infant DT images. ICIP Mahmoud Mostapha, Ahmed Soliman, Fahmi Khalifa, Ahmed Elnakib, Amir Alansary, Matthew Nitzken, Manuel F. Casanova, Ayman El-Baz
2014	B	`conf`	An integrated geometrical and stochastic approach for accurate infant brain extraction. ICIP Amir Alansary, Ahmed Soliman, Matthew Nitzken, Fahmi Khalifa, Ahmed Elnakib, Mahmoud Mostapha, Manuel F. Casanova, Ayman El-Baz
2014	—	`conf`	Atlas-based approach for the segmentation of infant DTI MR brain images. ISBI Mahmoud Mostapha, Amir Alansary, Ahmed Soliman, Fahmi Khalifa, Matthew Nitzken, Rasha Khodeir, Manuel F. Casanova, Ayman El-Baz
2014	B	`conf`	Lung segmentation based on Nonnegative Matrix Factorization. ICIP Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz
2014	J	`jnl`	Shape Analysis of the Human Brain: A Brief Survey. IEEE J. Biomed. Health Informatics Matthew J. Nitzken, Manuel F. Casanova, Georgy L. Gimel'farb, Tamer Inanc, Jacek M. Zurada, Ayman El-Baz
2013	—	`conf`	A new shape-based framework for the left ventricle wall segmentation from cardiac first-pass perfusion mri. ISBI Fahmi Khalifa, Garth M. Beache, Ahmed Elnakib, Hisham Sliman, Georgy L. Gimel'farb, Karla Conn Welch, Ayman El-Baz
2013	J	`jnl`	Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans. Int. J. Biomed. Imaging Ayman El-Baz, Ahmed Elnakib, Mohamed Abou El-Ghar, Georgy L. Gimel'farb, Robert Falk, Aly A. Farag
2013	J	`jnl`	Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies. Int. J. Biomed. Imaging Ayman El-Baz, Garth M. Beache, Georgy L. Gimel'farb, Kenji Suzuki, Kazunori Okada, Ahmed Elnakib, Ahmed Soliman, Behnoush Abdollahi
2013	J	`jnl`	Dynamic Contrast-Enhanced MRI-Based Early Detection of Acute Renal Transplant Rejection. IEEE Trans. Medical Imaging Fahmi Khalifa, Garth M. Beache, Mohamed Abou El-Ghar, Tarek Eldiasty, Georgy L. Gimel'farb, Maiying Kong, Ayman El-Baz
2013	J	`jnl`	Kidney segmentation using graph cuts and pixel connectivity. Pattern Recognit. Lett. Ashish K. Rudra, Ananda S. Chowdhury, Ahmed Elnakib, Fahmi Khalifa, Ahmed Soliman, Garth M. Beache, Ayman El-Baz
2013	J	`jnl`	Lung Imaging Data Analysis. Int. J. Biomed. Imaging Ayman El-Baz, Garth M. Beache, Georgy L. Gimel'farb, Kenji Suzuki, Kazunori Okada
2013	—	`conf`	Segmentation of lung region based on using parallel implementation of joint MGRF: Validation on 3D realistic lung phantoms. ISBI Ahmed Soliman, Fahmi Khalifa, Amir Alansary, Georgy L. Gimel'farb, Ayman El-Baz
2012	—	`conf`	A Novel 3D Joint MGRF Framework for Precise Lung Segmentation. MLMI Behnoush Abdollahi, Ahmed Soliman, Ali Cahid Civelek, Xiao-Feng Li, Georgy L. Gimel'farb, Ayman El-Baz
2012	—	`conf`	A Novel Approach for Global Lung Registration Using 3D Markov-Gibbs Appearance Model. MICCAI (2) Ayman El-Baz, Fahmi Khalifa, Ahmed Elnakib, Matthew Nitzken, Ahmed Soliman, Patrick McClure, Mohamed Abou El-Ghar, Georgy L. Gimel'farb
2012	B	`conf`	A new nonrigid registration approach for motion correction of cardiac first-pass perfusion MRI. ICIP Fahmi Khalifa, Garth M. Beache, Ahmad Firjani, Karla Conn Welch, Georgy L. Gimel'farb, Ayman El-Baz
2012	—	`conf`	A new nonrigid registration framework for improved visualization of transmural perfusion gradients on cardiac first-pass perfusion MRI. ISBI Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz
2012	B	`conf`	A novel CAD system for analyzing cardiac first-pass MR images. ICPR Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz
2012	B	`conf`	A novel Gaussian Scale Space-based joint MGRF framework for precise lung segmentation. ICIP Behnoush Abdollahi, Ahmed Soliman, Ali Cahid Civelek, Xiao-Feng Li, Georgy L. Gimel'farb, Ayman El-Baz
2012	B	`conf`	A novel image-based approach for early detection of prostate cancer. ICIP Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby, Ayman El-Baz
2012	J	`jnl`	Accurate Automatic Analysis of Cardiac Cine Images. IEEE Trans. Biomed. Eng. Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Guruprasad A. Giridharan, Ayman El-Baz
2012	B	`conf`	Accurate modeling of tagged CMR 3D image appearance characteristics to improve cardiac cycle strain estimation. ICIP Matthew Nitzken, Garth M. Beache, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Ayman El-Baz
2012	B	`conf`	Appearance-based diagnostic system for early assessment of malignant lung nodules. ICIP Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Robert Falk
2012	J	`jnl`	Dyslexia Diagnostics by 3-D Shape Analysis of the Corpus Callosum. IEEE Trans. Inf. Technol. Biomed. Ahmed Elnakib, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala, Ayman El-Baz
2012	—	`conf`	Early assessment of malignant lung nodules based on the spatial analysis of detected lung nodules. ISBI Ayman El-Baz, Ahmed Soliman, Patrick McClure, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Robert Falk
2012	—	`conf`	Improving full-cardiac cycle strain estimation from tagged CMR by accurate modeling of 3D image appearance characteristics. ISBI Matthew Nitzken, Garth M. Beache, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Ayman El-Baz
2012	B	`conf`	Modified Akaike information criterion for estimating the number of components in a probability mixture model. ICIP Ahmed Elnakib, Georgy L. Gimel'farb, Tamer Inanc, Ayman El-Baz
2012	—	`conf`	Non-rigid biomedical image registration using graph cuts with a novel data term. ISBI Ananda S. Chowdhury, Rounak Roy, Sumon Kr. Bose, Fahmi Khalifa, Ahmed Elnakib, Ayman El-Baz
2012	J	`jnl`	Precise Segmentation of 3-D Magnetic Resonance Angiography. IEEE Trans. Biomed. Eng. Ayman El-Baz, Ahmed Elnakib, Fahmi Khalifa, Mohamed Abou El-Ghar, Patrick McClure, Ahmed Soliman, Georgy L. Gimel'farb
2012	B	`conf`	Quantification of age-related brain cortex change using 3D shape analysis. ICPR Ahmed Elnakib, Matthew Nitzken, Manuel Casanova, H.-Y. Park, Georgy L. Gimel'farb, Ayman El-Baz
2011	J	`jnl`	3D Graph cut with new edge weights for cerebral white matter segmentation. Pattern Recognit. Lett. Ashish K. Rudra, Mainak Sen, Ananda S. Chowdhury, Ahmed Elnakib, Ayman El-Baz
2011	—	`conf`	3D Kidney Segmentation from CT Images Using a Level Set Approach Guided by a Novel Stochastic Speed Function. MICCAI (3) Fahmi Khalifa, Ahmed Elnakib, Garth M. Beache, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Rosemary Ouseph, Guela Sokhadze, Samantha Manning, Patrick McClure, Ayman El-Baz
2011	—	`conf`	3D Shape Analysis for Early Diagnosis of Malignant Lung Nodules. IPMI Ayman El-Baz, Matthew Nitzken, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar
2011	—	`conf`	3D Shape Analysis for Early Diagnosis of Malignant Lung Nodules. MICCAI (3) Ayman El-Baz, Matthew Nitzken, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar
2011	B	`conf`	3D automatic approach for precise segmentation of the prostate from Diffusion-Weighted Magnetic Resonance Imaging. ICIP Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Said Elmaghraby, Ayman El-Baz
2011	—	`conf`	3D shape analysis of the brain cortex with application to autism. ISBI Matthew Nitzken, Manuel Casanova, Georgy L. Gimel'farb, Fahmi Khalifa, Ahmed Elnakib, Andrew E. Switala, Ayman El-Baz
2011	B	`conf`	3D shape analysis of the brain cortex with application to dyslexia. ICIP Matthew Nitzken, Manuel Casanova, Georgy L. Gimel'farb, Ahmed Elnakib, Fahmi Khalifa, Andrew E. Switala, Ayman El-Baz
2011	—	`conf`	A multi-scale non-linear vessel enhancement technique. EMBC Behnaz Abdollahi, Ayman El-Baz, Amir A. Amini
2011	—	`conf`	A new 3D automatic segmentation framework for accurate segmentation of prostate from DCE-MRI. ISBI Ahmad Firjani, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, J. Suri, Adel Elmaghraby, Ayman El-Baz
2011	B	`conf`	A new deformable model-based segmentation approach for accurate extraction of the kidney from abdominal CT images. ICIP Fahmi Khalifa, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Guela Sokhadze, Samantha Manning, Patrick McClure, Rosemary Ouseph, Ayman El-Baz
2011	—	`conf`	A new framework for automated identification of pathological tissues in contrast enhanced cardiac magnetic resonance images. ISBI Ahmed Elnakib, Garth M. Beache, Matthew Nitzken, Georgy L. Gimel'farb, Ayman El-Baz
2011	B	`conf`	A new framework for automated segmentation of left ventricle wall from contrast enhanced cardiac magnetic resonance images. ICIP Ahmed Elnakib, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz
2011	B	`conf`	A novel approach for accurate estimation of left ventricle global indexes from short-axis cine MRI. ICIP Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz
2011	—	`conf`	A novel shape-based diagnostic approach for early diagnosis of lung nodules. ISBI Ayman El-Baz, Matthew Nitzken, Eric Vanbogaert, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar
2011	J	`jnl`	Accurate Automated Detection of Autism Related Corpus Callosum Abnormalities. J. Medical Syst. Ayman El-Baz, Ahmed Elnakib, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala, Desha Jordan, Sabrina Rainey
2011	—	`conf`	Autism diagnostics by centerline-based shape analysis of the Corpus Callosum. ISBI Ahmed Elnakib, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala, Ayman El-Baz
2011	—	`conf`	Automatic analysis of left ventricle wall thickness using short-axis cine CMR images. ISBI Fahmi Khalifa, Garth M. Beache, Matthew Nitzken, Georgy L. Gimel'farb, Guruprasad A. Giridharan, Ayman El-Baz
2011	C	`conf`	Non-Invasive Image-Based Approach for Early Detection of Prostate Cancer. DeSE Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby, Ayman El-Baz
2010	B	`conf`	A new validation approach for the growth rate measurement using elastic phantoms generated by state-of-the-art microfluidics technology. ICIP Ayman El-Baz, Palaniappan Sethu, Georgy L. Gimel'farb, Fahmi Khalifa, Ahmed Elnakib, Robert Falk, Mohamed Abou El-Ghar
2010	—	`conf`	A novel 3D segmentation approach for segmenting the prostate from dynamic contrast enhanced MRI using current appearance and learned shape prior. ISSPIT Ahmad Firjani, Ahmed Elnakib, Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby
2010	—	`conf`	Appearance analysis for diagnosing malignant lung nodules. ISBI Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar
2010	B	`conf`	Cerebral white matter segmentation from MRI using probabilistic graph cuts and geometric shape priors. ICIP Ananda S. Chowdhury, Ashish K. Rudra, Mainak Sen, Ahmed Elnakib, Ayman El-Baz
2010	B	`conf`	Deformable model guided by stochastic speed with application in cine images segmentation. ICIP Fahmi Khalifa, Garth M. Beache, Ayman El-Baz, Georgy L. Gimel'farb
2010	B	`conf`	Dyslexia Diagnostics by Centerline-Based Shape Analysis of the Corpus Callosum. ICPR Ahmed Elnakib, Ayman El-Baz, Manuel Casanova, Andrew E. Switala
2010	B	`conf`	Image-based detection of Corpus Callosum variability for more accurate discrimination between autistic and normal brains. ICIP Ahmed Elnakib, Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala
2010	—	`conf`	Image-based detection of corpus callosum variability for more accurate discrimination between dyslexic and normal brains. ISBI Ahmed Elnakib, Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala
2010	—	`conf`	Non-invasive Image-Based Approach for Early Detection of Acute Renal Rejection. MICCAI (1) Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar
2010	—	`conf`	Novel Stochastic Framework for Accurate Segmentation of Prostate in Dynamic Contrast Enhanced MRI. Prostate Cancer Imaging Ahmad Firjani, Ahmed Elnakib, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby
2010	B	`conf`	Shape-Appearance Guided Level-Set Deformable Model for Image Segmentation. ICPR Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Rosemary Ouseph, Mohamed Abou El-Ghar
2009	—	`conf`	3D Joint Markov-Gibbs Model for Segmenting the Blood Vessels from MRA. ISBI Ayman El-Baz, Georgy L. Gimel'farb, Vedant Kumar, Robert Falk, Mohamed Abou El-Ghar
2009	—	`conf`	A Novel 3D Joint Markov-Gibbs Model for Extracting Blood Vessels from PC-MRA Images. MICCAI (1) Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Vedant Kumar, David Heredia
2009	B	`conf`	Assessment of exercise-induced immune cell apoptosis using morphological image processing. ICIP Refaat M. Mohamed, Ayman El-Baz, James Navalta
2009	J	`jnl`	Automatic analysis of 3D low dose CT images for early diagnosis of lung cancer. Pattern Recognit. Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar
2009	—	`conf`	Robust Medical Images Segmentation Using Learned Shape and Appearance Models. MICCAI (1) Ayman El-Baz, Georgy L. Gimel'farb
2009	A*	`conf`	Robust image segmentation using learned priors. ICCV Ayman El-Baz, Georgy L. Gimel'farb
2009	—	`conf`	Toward Early Diagnosis of Lung Cancer. MICCAI (1) Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Sabrina Rainey, David Heredia, Teresa Shaffer
2008	A	`conf`	A Framework for Unsupervised Segmentation of Lung Tissues from Low Dose Computed Tomography Images. BMVC Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Trevor Holland, Teresa Shaffer
2008	—	`conf`	A New Stochastic Framework for Accurate Lung Segmentation. MICCAI (1) Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Trevor Holland, Teresa Shaffer
2008	B	`conf`	A new CAD system for early diagnosis of dyslexic brains. ICIP Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala, Eric Vanbogaert, Russ McCracken
2008	B	`conf`	A new approach for automatic analysis of 3D low dose CT images for accurate monitoring the detected lung nodules. ICPR Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar
2008	—	`conf`	A novel approach for global registration of medical images based on learning the prior appearance model. ISBI Ayman El-Baz, Georgy L. Gimel'farb
2008	B	`conf`	A novel image analysis approach for accurate identification of acute renal rejection. ICIP Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar
2008	J	`jnl`	An MRI-based diagnostic framework for early diagnosis of dyslexia. Int. J. Comput. Assist. Radiol. Surg. Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala
2008	B	`conf`	Dyslexia diagnostics by 3D texture analysis of cerebral white matter gyrifications. ICPR Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala, Eric Vanbogaert, Russ McCracken
2008	A*	`conf`	Global image registration based on learning the prior appearance model. CVPR Ayman El-Baz, Georgy L. Gimel'farb
2008	B	`conf`	Image analysis approach for identification of renal transplant rejection. ICPR Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar
2008	A*	`conf`	Image segmentation with a parametric deformable model using shape and appearance priors. CVPR Ayman El-Baz, Georgy L. Gimel'farb
2008	—	`conf`	Promising results for early diagnosis of lung cancer. ISBI Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Huda Refaie
2007	—	`conf`	A New CAD System for Early Diagnosis of Detected Lung Nodules. ICIP (2) Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar
2007	A	`conf`	A New Framework for Automatic Registration of 2D/3D Texture Images. BMVC Ayman El-Baz, Georgy L. Gimel'farb
2007	—	`conf`	A New Image Analysis Approach for Automatic Classification of Autistic Brains. ISBI Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala
2007	—	`conf`	A Novel Approach for Automatic Follow-Up of Detected Lung Nodules. ICIP (5) Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar
2007	—	`conf`	A Novel Framework for Accurate Lung Segmentation Using Graph Cuts. ISBI Asem M. Ali, Ayman El-Baz, Aly A. Farag
2007	—	`conf`	Autism Diagnostics by 3D Texture Analysis of Cerebral White Matter Gyrifications. MICCAI (2) Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala
2007	—	`conf`	Classification Techniques for Autistic vs. Typically Developing Brain Using MRI Data. ISBI Rachid Fahmi, Ayman El-Baz, Hossam El Din Hassan Abd El Munim, Aly A. Farag, Manuel Casanova
2007	—	`conf`	EM Based Approximation of Empirical Distributions with Linear Combinations of Discrete Gaussians. ICIP (4) Ayman El-Baz, Georgy L. Gimel'farb
2007	—	`conf`	Graph Cuts Framework for Kidney Segmentation with Prior Shape Constraints. MICCAI (1) Asem M. Ali, Aly A. Farag, Ayman El-Baz
2007	—	`conf`	New Motion Correction Models for Automatic Identification of Renal Transplant Rejection. MICCAI (2) Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar
2006	—	`conf`	A Framework for Automatic Segmentation of Lung Nodules from Low Dose Chest CT Scans. ICPR (3) Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Tarek Eldiasty
2006	—	`conf`	A Framework for Unsupervised Segmentation of Multi-modal Medical Images. CVAMIA Ayman El-Baz, Aly A. Farag, Asem M. Ali, Georgy L. Gimel'farb, Manuel Casanova
2006	—	`conf`	A New Adaptive Probabilistic Model of Blood Vessels for Segmenting MRA Images. MICCAI (2) Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty
2006	—	`conf`	A New CAD System for the Evaluation of Kidney Diseases Using DCE-MRI. MICCAI (2) Ayman El-Baz, Rachid Fahmi, Seniha Esen Yüksel, Aly A. Farag, William Miller, Mohamed Abou El-Ghar, Tarek Eldiasty
2006	—	`conf`	A Novel Approach for Image Alignment Using a Markov-Gibbs Appearance Model. MICCAI (2) Ayman El-Baz, Asem M. Ali, Aly A. Farag, Georgy L. Gimel'farb
2006	—	`conf`	A framework for the detection of acute renal rejection with dynamic contrast enhanced magnetic resonance imaging. ISBI Aly A. Farag, Ayman El-Baz, Seniha Esen Yüksel, Mohamed Abou El-Ghar, Tarek Eldiasty
2006	—	`conf`	Appearance Models for Robust Segmentation of Pulmonary Nodules in 3D LDCT Chest Images. MICCAI (1) Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Tarek Eldiasty, Salwa Elshazly
2006	—	`conf`	Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model. SSPR/SPR Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb
2006	B	`conf`	Fast Unsupervised Segmentation of 3D Magnetic Resonance Angiography. ICIP Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty
2006	B	`conf`	Image Alignment Using Learning Prior Appearance Model. ICIP Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Alaa E. Abdel-Hakim
2006	—	`conf`	Image Analysis of Renal DCE MRI for the Detection of Acute Renal Rejection. ICPR (3) Ayman El-Baz, Aly A. Farag, Rachid Fahmi, Seniha Esen Yüksel, Mohamed Abou El-Ghar, Tarek Eldiasty
2006	—	`conf`	New Deformable Registration Technique Using Scale Space and Curve Evolution Theory and A Finite Element Based Validation Framework. EMBC Rachid Fahmi, Aly A. Farag, Ayman El-Baz
2006	J	`jnl`	Precise segmentation of multimodal images. IEEE Trans. Image Process. Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb
2006	—	`conf`	Probabilistic Modeling of Blood Vessels for Segmenting MRA Images. ICPR (3) Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty
2006	—	`conf`	Robust Image Registration Based on Markov-Gibbs Appearance Model. ICPR (2) Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Alaa E. Abdel-Hakim
2005	—	`conf`	2D and 3D Shape Based Segmentation Using Deformable Models. MICCAI (2) Ayman El-Baz, Seniha Esen Yüksel, Hongjian Shi, Aly A. Farag, Mohamed Abou El-Ghar, Tarek Eldiasty, Mohamed A. Ghoneim
2005	J	`jnl`	A unified framework for MAP estimation in remote sensing image segmentation. IEEE Trans. Geosci. Remote. Sens. Aly A. Farag, Refaat M. Mohamed, Ayman El-Baz
2005	A	`conf`	Automatic Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images. MICCAI Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Stephen G. Hushek
2005	—	`conf`	Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images. SCIA Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb
2005	J	`jnl`	Iterative Approximation of Empirical Grey-Level Distributions for Precise Segmentation of Multimodal Images. EURASIP J. Adv. Signal Process. Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb
2005	—	`conf`	MGRF Controlled Stochastic Deformable Model. SCIA Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb
2005	A	`conf`	Quantitative Nodule Detection in Low Dose Chest CT Scans: New Template Modeling and Evaluation for CAD System Design. MICCAI Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty
2005	A	`conf`	Stochastic Deformable Model. BMVC Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb
2005	—	`conf`	Unsupervised Segmentation of Multi-Modal Images by a Precise Approximation of Individual Modes with Linear Combinations of Discrete Gaussians. CVPR Workshops Ayman El-Baz, Refaat M. Mohamed, Aly A. Farag, Georgy L. Gimel'farb
2004	—	`conf`	Advanced Support Vector Machines for Image Modeling Using Gibbs-Markov Random Field. International Conference on Computational Intelligence Ayman El-Baz, Refaat M. Mohamed, Aly A. Farag
2004	—	`conf`	Automatic Detection and Recognition of Lung Abnormalities in Helical CT Images Using Deformable Templates. MICCAI (2) Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Stephen G. Hushek
2004	B	`conf`	Density estimation using modified expectation-maximization algorithm for a linear combination of gaussians. ICIP Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb
2004	—	`conf`	Detection and Recognition of Lung Abnormalities Using Deformable Templates. ICPR (3) Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk
2004	B	`conf`	Detection and recognition of lung nodules in spiral ct images using deformable templates and bayesian post-classification. ICIP Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk
2004	—	`conf`	Expectation-Maximization for a Linear Combination of Gaussians. ICPR (3) Georgy L. Gimel'farb, Aly A. Farag, Ayman El-Baz
2004	—	`conf`	Precise Image Segmentation by Iterative EM-Based Approximation of Empirical Grey Level Distributions with Linear Combinations of Gaussians. CVPR Workshops Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb
2004	—	`conf`	Real-time vision-based approach for probe tracking in operating room. CARS Aly A. Farag, M. Sabry Hassouna, Ayman El-Baz, Stephen G. Hushek
2003	—	`conf`	A unified approach for detection, visualization, and identification of lung abnormalities in chest spiral CT scans. CARS Ayman El-Baz, Aly A. Farag, Robert Falk, Renato La Rocca
2003	—	`conf`	Automatic identification of lung abnormalities in chest spiral CT scans. ICASSP (2) Ayman El-Baz, Aly A. Farag, Robert Falk, Renato La Rocca
2003	—	`conf`	Image segmentation using GMRF models: parameters estimation and applications. ICIP (2) Ayman El-Baz, Aly A. Farag