Ayman El-Baz
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
156
Venues
10
Active years
2003–2026
Best venue rank
A*
Where they publish
Papers
156 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICPR | SDUNet: Shape-Depth Aware Hybrid UNet for Improved Kidney Segmentation in Diffusion-Weighted MRI. | Ibrahim Abdelhalim, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Asem M. Ali, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2026 | ICPR | Bidirectional Cross-Modal Attention Gating for Multimodal Estrogen Receptor Status Classification in Breast Cancer. | Mohamed T. Azam, Walid Mohamed, Khadiga M. Ali, Ahmed Aboudessouki, Hossam Magdy Balaha, Moumen T. El-Melegy, Asem M. Ali, Mohammed Ghazal, Ashraf Khalil, Dibson D. Gondim, Ayman El-Baz |
| 2026 | ICPR | EG-SPXNet: Edge-Gated Superpixel Graph Neural Networks for Interpretable Retinal Disease Grading. | Mohamed El-Sharkawy, Sadman Sakib, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Wei Wang, Ayman El-Baz |
| 2026 | ICPR | Quantifying Multi-site Heterogeneity in Tractography-Based Regression of SRS Cognition in Autism Spectrum Disorder. | Mohamed Khudri, Mostafa Abdelrahim, Moumen T. El-Melegy, Ali Mahmoud, Asem M. Ali, Ahmed Shalaby, Mohammed Ghazal, Fatma Taher, Sohail Contractor, Gregory N. Barnes, Ayman El-Baz |
| 2026 | ICPR | Multimodal Diabetic Retinopathy Classification from OCT via Supergraph Edge-Type Graph Attention. | Sadman Sakib, Mohamed Elsharkawy, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Ashraf Sewelam, Mohammed Ghazal, Ayman El-Baz |
| 2026 | ICPR | 3D NMIBC Segmentation via Texture-Guided Frequency-Aware Transformer on T2-Weighted MRI. | Israa Sharaby, Ahmed Alksas, Osama Ezzat, Amr A. Elsawy, Rasha T. Abouelkheir, Ahmed Elmahdy, Sherry M. Khater, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Mohammed Ghazal, Sohail Contractor, Mahmoud A. Bazeed, Ahmed Mosbah, Ayman El-Baz |
| 2025 | ICASSP | Enhanced Breast Cancer Molecular Biomarker Classification: A Novel Two-Stage Machine Learning Pipeline for Accurate Histological Analysis of Whole Slide Images. | Ahmed Aboudessouki, Khadiga M. Ali, Ahmed Alksas, Mohamed Elsharkawy, M. ABO Rahma, Mohammed Ghazal, Nagham E. Mekky, Eman El-Daydamony, Dibson D. Gondim, Ayman El-Baz |
| 2025 | ICASSP | SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades. | Niveen Nasr El-Den, Mohamed Elsharkawy, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Hani Mahdi, Ayman El-Baz |
| 2025 | ICASSP | A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients. | Ahmed Sharafeldeen, Hossam Magdy Balaha, Ibrahim Shawky Farahat, Mohammed Ghazal, James Connelly, Eric Van Bogaert, Ayman El-Baz |
| 2025 | ICIP | Afmunet: Adaptive Filter-Based Frequency Modulation UNET For OCTA Segmentation. | Ibrahim Abdelhalim, Mohamed El-Sharkawy, Fatma Taher, Ashraf Khalil, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2025 | ICIP | RAW: Region Attention-Weighted Guided Network with Inter-Region Exchange for AMD Grading. | Ibrahim Abdelhalim, Mohamed El-Sharkawy, Fatma Taher, Wei Wang, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2025 | ICIP | A Novel AI Framework for Breast Cancer Molecular Biomarker Response Score Detection on Cells Level Using Marker-Based Watershed Segmentation and Machine Learning Classifiers. | Ahmed Aboudessouki, Khadiga M. Ali, Ahmed Alksas, Mohamed Elsharkawy, Mohamed T. Azam, Hossam Magdy Balaha, M. Aborahma, Ali Mahmoud, Mohammed Ghazal, Fatma Taher, Nagham E. Mekky, Fathi E. Abd El-Samie, Dibson D. Gondim, Ayman El-Baz |
| 2025 | ICIP | Crossdr: Bridging 2D And 3D Features For Diabetic Retinopathy Classification Using Context-Aware Cross-Attention. | Mohamed El-Sharkawy, Ibrahim Abdelhalim, Fatma Taher, Asem M. Ali, Mohammed Ghazal, Ali Mahmoud, Guruprasad Giridharan, Wei Wang, Ayman El-Baz |
| 2025 | ICIP | A Novel Automated System for Pathological Lung Segmentation Using Modified Local Binary Patterns and Hierarchical Transformers. | Ahmed Sharafeldeen, Fatma Taher, Mohammed Ghazal, Ashraf Khalil, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2025 | ICIP | A Novel Explainable AI-Based System For Improved Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy. | Fatma M. Talaat, Hanaa ZainEldin, Mohamed Shehata, Eman Alnaghy, Reham Alghandour, Khadiga M. Ali, Sohail Contractor, Ayman El-Baz |
| 2024 | ICIP | A Neuroimaging Yolov8-Based Cad Framework for Anosmia Grading in Covid-19. | 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 | ICIP | A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis. | 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 | ICIP | Automated Segmentation of Lung Regions in 3D CT Scans Using Hybrid Unsupervised-Supervised Models. | Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Sohail Contractor, Ayman El-Baz |
| 2024 | ICPR | MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions. | Ibrahim Abdelhalim, Mohamed Elsharkawy, Namuunaa Nadmid, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2024 | ICPR | Histopathological Diagnosis of Meningioma and Solitary Fibrous Tumors Based on a Multi-scale Fusion Approach Utilizing Vision Transformer and Texture Analysis. | Mohamed T. Azam, Hossam Magdy Balaha, Dibson D. Gondim, Akshitkumar Mistry, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis. | Hossam Magdy Balaha, Khadiga M. Ali, Dibson D. Gondim, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network. | Hossam Magdy Balaha, Khadiga M. Ali, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | A New AI System for Precise Grading of HCC Based on Analyzing DW-MRI Radiomics and Alpha-fetoprotein as Liver Cancer Clinical Marker. | Abdelrhman Elkhouly, Ahmed Alksas, Gehad A. Saleh, Mohamed Shehata, Abdelrahman Karawia, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz |
| 2024 | ICPR | TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape. | Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Mohammad Z. Haq, Rayan Haq, Ali Mahmoud, Harpal Singh Sandhu, Aristomenis Thanos, Ayman El-Baz |
| 2024 | ICPR | A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability. | Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Mostafa Abdelrahim, Mohamed Khudri, Begonya Garcia-Zapirain, Ayman El-Baz |
| 2024 | ICPR | A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. | Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model. | Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2024 | MICCAI | A New Non-invasive AI-Based Diagnostic System for Automated Diagnosis of Acute Renal Rejection in Kidney Transplantation: Analysis of ADC Maps Extracted from Matched 3D Iso-Regions of the Transplanted Kidney. | Ibrahim Abdelhalim, Mohamed Abou El-Ghar, Amy C. Dwyer, Rosemary Ouseph, Sohail Contractor, Ayman El-Baz |
| 2024 | MICCAI | IHRRB-DINO: Identifying High-Risk Regions of Breast Masses in Mammogram Images Using Data-Driven Instance Noise (DINO). | Mahmoud SalahEldin Kasem, Abdelrahman Abdallah, Ibrahim Abdelhalim, Norah Saleh Alghamdi, Sohail Contractor, Ayman El-Baz |
| 2023 | ICIP | Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers. | Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz |
| 2023 | ICIP | Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework. | Oluwatunmise Akinniyi, Imran Razzak, Md Mahmudur Rahman, Harpal Sandhu, Ayman El-Baz, Fahmi Khalifa |
| 2023 | ICIP | Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. | 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 | ICIP | Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. | Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz |
| 2022 | ICPR | Understanding Autism Using Machine Learning: A Structural MRI Study. | Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz |
| 2022 | ICPR | A Comprehensive Non-invasive System for Early Grading of Gliomas. | Ahmed Alksas, Mohamed Shehata, Hala A. A. Atef, Fatma Sherif, Maha Yaghi, Marah Talal Alhalabi, Mohammed Ghazal, Lamiaa El Serougy, Ayman El-Baz |
| 2022 | ICPR | A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens. | Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Hanan E. Darwish, Jawad Yousaf, Ayman El-Baz |
| 2022 | ICPR | Hand Crafted Features for Efficient Lung Cancer Diagnosis Using Stacked Autoencoder. | Ahmed Shaffie, Ahmed Soliman, Victor Van Berkel, Ayman El-Baz |
| 2022 | ICPR | Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. | Ahmed Sharafeldeen, Mohamed Elsharkawy, 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 |
| 2020 | ICIP | Precise Statistical Approach for Leaf Segmentation. | Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz |
| 2020 | ICIP | Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study. | Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Adel Elmaghraby, Ayman El-Baz |
| 2020 | ICIP | A Comprehensive Framework For Accurate Classification of Pulmonary Nodules. | Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz |
| 2020 | ICIP | A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers. | Mohamed Shehata, Mohammed Ghazal, Hadil Abu Khalifeh, Ashraf Khalil, Ahmed Shalaby, Amy C. Dwyer, Ashraf M. Bakr, Robert Keynton, Ayman El-Baz |
| 2020 | ICIP | Precise Cerebrovascular Segmentation. | Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz |
| 2020 | ICPR | A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma. | Ahmed Alksas, Mohamed Shehata, Gehad A. Saleh, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, Ayman El-Baz |
| 2019 | ICIP | Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network. | Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz |
| 2019 | ICIP | Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. | 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 | ICIP | A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules. | Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz |
| 2019 | ICIP | Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. | 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 |
| 2018 | ECCV | A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging. | Ruba Alkadi, Ayman El-Baz, Fatma Taher, Naoufel Werghi |
| 2018 | ICIP | Tissues Classification for Pressure Ulcer Images Based on 3D Convolutional Neural Network. | Mohammed M. Elmogy, Begoa Garca Zapirain, Connor Burns, Adel Elmaghraby, Ayman El-Baz |
| 2018 | ICIP | A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer. | 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 | ICIP | Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants. | Mohamed Shehata, Mohammed Ghazal, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Hassan Hajjdiab, Ashraf Khalil, Ayman El-Baz |
| 2018 | ICIP | An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images. | Ahmed A. Sleman, Ahmed ElTanboly, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Robert Keynton, Adel Elmaghraby, Ayman El-Baz |
| 2018 | ICIP | A Novel CNN Segmentation Framework Based on Using New Shape and Appearance Features. | Ahmed Soliman, Ahmed Shaffie, Mohammed Ghazal, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz |
| 2018 | ICPR | A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. | 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 | ICPR | Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone. | Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Francesco Pichi, Mohammed Ghazal, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz |
| 2018 | ICPR | An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network. | Mohammed Elmogy, Begoa Garca Zapirain, Adel Said Elmaghraby, Ayman El-Baz |
| 2018 | ICPR | Towards Personalized Autism Diagnosis: Promising Results. | 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 | ICPR | A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. | 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 | MICCAI | Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. | 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 |
| 2017 | ICIP | A new deep-learning approach for early detection of shape variations in autism using structural mri. | Marwa Ismail, Gregory Barnes, Matthew Nitzken, Andrew E. Switala, Ahmed Shalaby, Ehsan Hosseini-Asl, Manuel Casanova, Robert Keynton, Ashraf Khalil, Ayman El-Baz |
| 2017 | ICIP | Automatic 3-D muscle and fat segmentation of thigh magnetic resonance images in individuals with spinal cord injury. | Samineh Mesbah, Ahmed Shalaby, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz |
| 2017 | ICIP | A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer. | Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz |
| 2017 | ICIP | A comprehensive framework for early assessment of lung injury. | Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Mohammed Ghazal, Ayman El-Baz |
| 2017 | MICCAI | A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue. | Samineh Mesbah, Ahmed Shalaby, Sean Stills, Ahmed Soliman, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz |
| 2016 | ICIP | A novel automatic segmentation of healthy and diseased retinal layers from OCT scans. | 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 | ICIP | Alzheimer's disease diagnostics by adaptation of 3D convolutional network. | Ehsan Hosseini-Asl, Robert Keynton, Ayman El-Baz |
| 2016 | ICIP | A random forest-based framework for 3D kidney segmentation from dynamic contrast-enhanced CT images. | Fahmi Khalifa, Ahmed Soliman, Amy C. Dwyer, Georgy L. Gimel'farb, Ayman El-Baz |
| 2016 | ICIP | Computer-aided diagnostic tool for early detection of prostate cancer. | 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 | ICIP | A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI. | 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 | ICIP | Image-based CAD system for accurate identification of lung injury. | Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Ni Liu, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz |
| 2016 | MICCAI | Image-Based Computer-Aided Diagnostic System for Early Diagnosis of Prostate Cancer. | Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Aboulfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Georgy L. Gimel'farb, Ayman El-Baz |
| 2016 | MICCAI | A Promising Non-invasive CAD System for Kidney Function Assessment. | Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Mohamed Abou El-Ghar, Amy C. Dwyer, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz |
| 2015 | ICIP | Automatic segmentation of pathological lung using incremental nonnegative matrix factorization. | Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz |
| 2015 | ICIP | Segmentation of infant brain MR images based on adaptive shape prior and higher-order MGRF. | Marwa Ismail, Mahmoud Mostapha, Ahmed Soliman, Matthew Nitzken, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Manuel Casanova, Ayman El-Baz |
| 2015 | ICIP | A novel framework for the segmentationof mrinfant brain images. | Mahmoud Mostapha, Manuel F. Casanova, Ayman El-Baz |
| 2015 | ICIP | A level set-based framework for 3D kidney segmentation from diffusion MR images. | Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Rahaf Alrefai, Mohamed Abou El-Ghar, Amy C. Dwyer, Rosemary Ouseph, Ayman El-Baz |
| 2015 | ICIP | Segmentationof pathological lungs from CT chest images. | Ahmed Soliman, Ahmed Elnakib, Fahmi Khalifa, Mohamed Abou El-Ghar, Ayman El-Baz |
| 2015 | MICCAI | Segmenting Kidney DCE-MRI Using 1st-Order Shape and 5th-Order Appearance Priors. | Ni Liu, Ahmed Soliman, Georgy L. Gimel'farb, Ayman El-Baz |
| 2015 | MICCAI | Towards Non-invasive Image-Based Early Diagnosis of Autism. | Mahmoud Mostapha, Manuel Casanova, Georgy L. Gimel'farb, Ayman El-Baz |
| 2014 | ICIP | An integrated geometrical and stochastic approach for accurate infant brain extraction. | Amir Alansary, Ahmed Soliman, Matthew Nitzken, Fahmi Khalifa, Ahmed Elnakib, Mahmoud Mostapha, Manuel F. Casanova, Ayman El-Baz |
| 2014 | ICIP | Lung segmentation based on Nonnegative Matrix Factorization. | Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz |
| 2014 | ICIP | A statistical framework for the classification of infant DT images. | Mahmoud Mostapha, Ahmed Soliman, Fahmi Khalifa, Ahmed Elnakib, Amir Alansary, Matthew Nitzken, Manuel F. Casanova, Ayman El-Baz |
| 2014 | ICIP | A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images. | Hisham Sliman, Ahmed Elnakib, Garth M. Beache, Ahmed Soliman, Fahmi Khalifa, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz |
| 2012 | ICIP | A novel Gaussian Scale Space-based joint MGRF framework for precise lung segmentation. | Behnoush Abdollahi, Ahmed Soliman, Ali Cahid Civelek, Xiao-Feng Li, Georgy L. Gimel'farb, Ayman El-Baz |
| 2012 | ICIP | Appearance-based diagnostic system for early assessment of malignant lung nodules. | Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Robert Falk |
| 2012 | ICIP | Modified Akaike information criterion for estimating the number of components in a probability mixture model. | Ahmed Elnakib, Georgy L. Gimel'farb, Tamer Inanc, Ayman El-Baz |
| 2012 | ICIP | A novel image-based approach for early detection of prostate cancer. | Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby, Ayman El-Baz |
| 2012 | ICIP | A new nonrigid registration approach for motion correction of cardiac first-pass perfusion MRI. | Fahmi Khalifa, Garth M. Beache, Ahmad Firjani, Karla Conn Welch, Georgy L. Gimel'farb, Ayman El-Baz |
| 2012 | ICIP | Accurate modeling of tagged CMR 3D image appearance characteristics to improve cardiac cycle strain estimation. | Matthew Nitzken, Garth M. Beache, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Ayman El-Baz |
| 2012 | ICPR | Quantification of age-related brain cortex change using 3D shape analysis. | Ahmed Elnakib, Matthew Nitzken, Manuel Casanova, H.-Y. Park, Georgy L. Gimel'farb, Ayman El-Baz |
| 2012 | ICPR | A novel CAD system for analyzing cardiac first-pass MR images. | Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz |
| 2012 | MICCAI | A Novel 3D Joint MGRF Framework for Precise Lung Segmentation. | Behnoush Abdollahi, Ahmed Soliman, Ali Cahid Civelek, Xiao-Feng Li, Georgy L. Gimel'farb, Ayman El-Baz |
| 2012 | MICCAI | A Novel Approach for Global Lung Registration Using 3D Markov-Gibbs Appearance Model. | Ayman El-Baz, Fahmi Khalifa, Ahmed Elnakib, Matthew Nitzken, Ahmed Soliman, Patrick McClure, Mohamed Abou El-Ghar, Georgy L. Gimel'farb |
| 2011 | DeSE | Non-Invasive Image-Based Approach for Early Detection of Prostate Cancer. | Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby, Ayman El-Baz |
| 2011 | ICIP | A new framework for automated segmentation of left ventricle wall from contrast enhanced cardiac magnetic resonance images. | Ahmed Elnakib, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz |
| 2011 | ICIP | 3D automatic approach for precise segmentation of the prostate from Diffusion-Weighted Magnetic Resonance Imaging. | Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Said Elmaghraby, Ayman El-Baz |
| 2011 | ICIP | A novel approach for accurate estimation of left ventricle global indexes from short-axis cine MRI. | Fahmi Khalifa, Garth M. Beache, Georgy L. Gimel'farb, Ayman El-Baz |
| 2011 | ICIP | A new deformable model-based segmentation approach for accurate extraction of the kidney from abdominal CT images. | Fahmi Khalifa, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Guela Sokhadze, Samantha Manning, Patrick McClure, Rosemary Ouseph, Ayman El-Baz |
| 2011 | ICIP | 3D shape analysis of the brain cortex with application to dyslexia. | Matthew Nitzken, Manuel Casanova, Georgy L. Gimel'farb, Ahmed Elnakib, Fahmi Khalifa, Andrew E. Switala, Ayman El-Baz |
| 2011 | MICCAI | 3D Shape Analysis for Early Diagnosis of Malignant Lung Nodules. | Ayman El-Baz, Matthew Nitzken, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar |
| 2011 | MICCAI | 3D Kidney Segmentation from CT Images Using a Level Set Approach Guided by a Novel Stochastic Speed Function. | 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 |
| 2010 | ICIP | Cerebral white matter segmentation from MRI using probabilistic graph cuts and geometric shape priors. | Ananda S. Chowdhury, Ashish K. Rudra, Mainak Sen, Ahmed Elnakib, Ayman El-Baz |
| 2010 | ICIP | A new validation approach for the growth rate measurement using elastic phantoms generated by state-of-the-art microfluidics technology. | Ayman El-Baz, Palaniappan Sethu, Georgy L. Gimel'farb, Fahmi Khalifa, Ahmed Elnakib, Robert Falk, Mohamed Abou El-Ghar |
| 2010 | ICIP | Image-based detection of Corpus Callosum variability for more accurate discrimination between autistic and normal brains. | Ahmed Elnakib, Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Andrew E. Switala |
| 2010 | ICIP | Deformable model guided by stochastic speed with application in cine images segmentation. | Fahmi Khalifa, Garth M. Beache, Ayman El-Baz, Georgy L. Gimel'farb |
| 2010 | ICPR | Dyslexia Diagnostics by Centerline-Based Shape Analysis of the Corpus Callosum. | Ahmed Elnakib, Ayman El-Baz, Manuel Casanova, Andrew E. Switala |
| 2010 | ICPR | Shape-Appearance Guided Level-Set Deformable Model for Image Segmentation. | Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Rosemary Ouseph, Mohamed Abou El-Ghar |
| 2010 | MICCAI | Novel Stochastic Framework for Accurate Segmentation of Prostate in Dynamic Contrast Enhanced MRI. | Ahmad Firjani, Ahmed Elnakib, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby |
| 2010 | MICCAI | Non-invasive Image-Based Approach for Early Detection of Acute Renal Rejection. | Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar |
| 2009 | ICCV | Robust image segmentation using learned priors. | Ayman El-Baz, Georgy L. Gimel'farb |
| 2009 | ICIP | Assessment of exercise-induced immune cell apoptosis using morphological image processing. | Refaat M. Mohamed, Ayman El-Baz, James Navalta |
| 2009 | MICCAI | Robust Medical Images Segmentation Using Learned Shape and Appearance Models. | Ayman El-Baz, Georgy L. Gimel'farb |
| 2009 | MICCAI | A Novel 3D Joint Markov-Gibbs Model for Extracting Blood Vessels from PC-MRA Images. | Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Vedant Kumar, David Heredia |
| 2009 | MICCAI | Toward Early Diagnosis of Lung Cancer. | Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Sabrina Rainey, David Heredia, Teresa Shaffer |
| 2008 | BMVC | A Framework for Unsupervised Segmentation of Lung Tissues from Low Dose Computed Tomography Images. | Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Trevor Holland, Teresa Shaffer |
| 2008 | CVPR | Image segmentation with a parametric deformable model using shape and appearance priors. | Ayman El-Baz, Georgy L. Gimel'farb |
| 2008 | CVPR | Global image registration based on learning the prior appearance model. | Ayman El-Baz, Georgy L. Gimel'farb |
| 2008 | ICIP | A new CAD system for early diagnosis of dyslexic brains. | Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala, Eric Vanbogaert, Russ McCracken |
| 2008 | ICIP | A novel image analysis approach for accurate identification of acute renal rejection. | Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar |
| 2008 | ICPR | Dyslexia diagnostics by 3D texture analysis of cerebral white matter gyrifications. | Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala, Eric Vanbogaert, Russ McCracken |
| 2008 | ICPR | Image analysis approach for identification of renal transplant rejection. | Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar |
| 2008 | ICPR | A new approach for automatic analysis of 3D low dose CT images for accurate monitoring the detected lung nodules. | Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar |
| 2008 | MICCAI | A New Stochastic Framework for Accurate Lung Segmentation. | Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Trevor Holland, Teresa Shaffer |
| 2007 | BMVC | A New Framework for Automatic Registration of 2D/3D Texture Images. | Ayman El-Baz, Georgy L. Gimel'farb |
| 2007 | ICIP | EM Based Approximation of Empirical Distributions with Linear Combinations of Discrete Gaussians. | Ayman El-Baz, Georgy L. Gimel'farb |
| 2007 | ICIP | A New CAD System for Early Diagnosis of Detected Lung Nodules. | Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar |
| 2007 | ICIP | A Novel Approach for Automatic Follow-Up of Detected Lung Nodules. | Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar |
| 2007 | MICCAI | Graph Cuts Framework for Kidney Segmentation with Prior Shape Constraints. | Asem M. Ali, Aly A. Farag, Ayman El-Baz |
| 2007 | MICCAI | Autism Diagnostics by 3D Texture Analysis of Cerebral White Matter Gyrifications. | Ayman El-Baz, Manuel Casanova, Georgy L. Gimel'farb, Meghan Mott, Andrew E. Switala |
| 2007 | MICCAI | New Motion Correction Models for Automatic Identification of Renal Transplant Rejection. | Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar |
| 2006 | ECCV | A Framework for Unsupervised Segmentation of Multi-modal Medical Images. | Ayman El-Baz, Aly A. Farag, Asem M. Ali, Georgy L. Gimel'farb, Manuel Casanova |
| 2006 | ICIP | Image Alignment Using Learning Prior Appearance Model. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Alaa E. Abdel-Hakim |
| 2006 | ICIP | Fast Unsupervised Segmentation of 3D Magnetic Resonance Angiography. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty |
| 2006 | ICPR | Robust Image Registration Based on Markov-Gibbs Appearance Model. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Alaa E. Abdel-Hakim |
| 2006 | ICPR | Probabilistic Modeling of Blood Vessels for Segmenting MRA Images. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty |
| 2006 | ICPR | A Framework for Automatic Segmentation of Lung Nodules from Low Dose Chest CT Scans. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Tarek Eldiasty |
| 2006 | ICPR | Image Analysis of Renal DCE MRI for the Detection of Acute Renal Rejection. | Ayman El-Baz, Aly A. Farag, Rachid Fahmi, Seniha Esen Yksel, Mohamed Abou El-Ghar, Tarek Eldiasty |
| 2006 | MICCAI | A Novel Approach for Image Alignment Using a Markov-Gibbs Appearance Model. | Ayman El-Baz, Asem M. Ali, Aly A. Farag, Georgy L. Gimel'farb |
| 2006 | MICCAI | A New Adaptive Probabilistic Model of Blood Vessels for Segmenting MRA Images. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty |
| 2006 | MICCAI | A New CAD System for the Evaluation of Kidney Diseases Using DCE-MRI. | Ayman El-Baz, Rachid Fahmi, Seniha Esen Yksel, Aly A. Farag, William Miller, Mohamed Abou El-Ghar, Tarek Eldiasty |
| 2006 | MICCAI | Appearance Models for Robust Segmentation of Pulmonary Nodules in 3D LDCT Chest Images. | Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar, Tarek Eldiasty, Salwa Elshazly |
| 2006 | SSPR | Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb |
| 2005 | BMVC | Stochastic Deformable Model. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb |
| 2005 | CVPR | Unsupervised Segmentation of Multi-Modal Images by a Precise Approximation of Individual Modes with Linear Combinations of Discrete Gaussians. | Ayman El-Baz, Refaat M. Mohamed, Aly A. Farag, Georgy L. Gimel'farb |
| 2005 | MICCAI | Automatic Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images. | Ayman El-Baz, Aly A. Farag, Georgy L. Gimel'farb, Stephen G. Hushek |
| 2005 | MICCAI | 2D and 3D Shape Based Segmentation Using Deformable Models. | Ayman El-Baz, Seniha Esen Yksel, Hongjian Shi, Aly A. Farag, Mohamed Abou El-Ghar, Tarek Eldiasty, Mohamed A. Ghoneim |
| 2005 | MICCAI | Quantitative Nodule Detection in Low Dose Chest CT Scans: New Template Modeling and Evaluation for CAD System Design. | Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Tarek Eldiasty |
| 2004 | CVPR | Precise Image Segmentation by Iterative EM-Based Approximation of Empirical Grey Level Distributions with Linear Combinations of Gaussians. | Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb |
| 2004 | ICIP | Density estimation using modified expectation-maximization algorithm for a linear combination of gaussians. | Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb |
| 2004 | ICIP | Detection and recognition of lung nodules in spiral ct images using deformable templates and bayesian post-classification. | Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk |
| 2004 | ICPR | Detection and Recognition of Lung Abnormalities Using Deformable Templates. | Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk |
| 2004 | ICPR | Expectation-Maximization for a Linear Combination of Gaussians. | Georgy L. Gimel'farb, Aly A. Farag, Ayman El-Baz |
| 2004 | MICCAI | Automatic Detection and Recognition of Lung Abnormalities in Helical CT Images Using Deformable Templates. | Aly A. Farag, Ayman El-Baz, Georgy L. Gimel'farb, Robert Falk, Stephen G. Hushek |
| 2003 | ICASSP | Automatic identification of lung abnormalities in chest spiral CT scans. | Ayman El-Baz, Aly A. Farag, Robert Falk, Renato La Rocca |
| 2003 | ICIP | Image segmentation using GMRF models: parameters estimation and applications. | Ayman El-Baz, Aly A. Farag |