BiCMOS current conveyor: design and application. - Mohamed A. Yakout; AbdelFattah I. Abdelfattah; Ayman S. El-Baz (ISCAS, 2000)

A unified approach for detection, visualization, and identification of lung abnormalities in chest spiral CT scans. - Ayman El-Baz; Aly A. Farag; Robert Falk; Renato La Rocca (CARS, 2003)

Automatic identification of lung abnormalities in chest spiral CT scans. - Ayman El-Baz; Aly A. Farag; Robert Falk; Renato La Rocca (ICASSP (2), 2003)

Image segmentation using GMRF models: parameters estimation and applications. - Ayman El-Baz; Aly A. Farag (ICIP (2), 2003)

Real-time vision-based approach for probe tracking in operating room. - Aly A. Farag; M. Sabry Hassouna; Ayman El-Baz; Stephen G. Hushek (CARS, 2004)

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 (CVPR Workshops, 2004)

Density estimation using modified expectation-maximization algorithm for a linear combination of gaussians. - Aly A. Farag; Ayman El-Baz; Georgy L. Gimel'farb (ICIP, 2004)

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 (ICIP, 2004)

Detection and Recognition of Lung Abnormalities Using Deformable Templates. - Aly A. Farag; Ayman El-Baz; Georgy L. Gimel'farb; Robert Falk (ICPR (3), 2004)

Expectation-Maximization for a Linear Combination of Gaussians. - Georgy L. Gimel'farb; Aly A. Farag; Ayman El-Baz (ICPR (3), 2004)

Advanced Support Vector Machines for Image Modeling Using Gibbs-Markov Random Field. - Ayman El-Baz; Refaat M. Mohamed; Aly A. Farag (International Conference on Computational Intelligence, 2004)

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 (MICCAI (2), 2004)

Stochastic Deformable Model. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb (BMVC, 2005)

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 (CVPR Workshops, 2005)

Automatic Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb; Stephen G. Hushek (MICCAI, 2005)

2D and 3D Shape Based Segmentation Using Deformable Models. - Ayman El-Baz; Seniha Esen Yüksel; Hongjian Shi; Aly A. Farag; Mohamed Abou El-Ghar; Tarek Eldiasty; Mohamed A. Ghoneim (MICCAI (2), 2005)

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 (MICCAI, 2005)

Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb (SCIA, 2005)

MGRF Controlled Stochastic Deformable Model. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb (SCIA, 2005)

Iterative Approximation of Empirical Grey-Level Distributions for Precise Segmentation of Multimodal Images. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb (EURASIP J. Adv. Signal Process., 2005)

A unified framework for MAP estimation in remote sensing image segmentation. - Aly A. Farag; Refaat M. Mohamed; Ayman El-Baz (IEEE Trans. Geosci. Remote. Sens., 2005)

Level Set Segmentation Using Statistical Shape Priors. - Ayman S. El-Baz; Aly A. Farag; Hossam El Din Hassan Abd El Munim; Seniha Esen Yüksel (CVPR Workshops, 2006)

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 (CVAMIA, 2006)

New Deformable Registration Technique Using Scale Space and Curve Evolution Theory and A Finite Element Based Validation Framework. - Rachid Fahmi; Aly A. Farag; Ayman El-Baz (EMBC, 2006)

Image Alignment Using Learning Prior Appearance Model. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb; Alaa E. Abdel-Hakim (ICIP, 2006)

Fast Unsupervised Segmentation of 3D Magnetic Resonance Angiography. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb; Mohamed Abou El-Ghar; Tarek Eldiasty (ICIP, 2006)

Robust Image Registration Based on Markov-Gibbs Appearance Model. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb; Alaa E. Abdel-Hakim (ICPR (2), 2006)

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 (ICPR (3), 2006)

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 (ICPR (3), 2006)

Image Analysis of Renal DCE MRI for the Detection of Acute Renal Rejection. - Ayman El-Baz; Aly A. Farag; Rachid Fahmi; Seniha Esen Yüksel; Mohamed Abou El-Ghar; Tarek Eldiasty (ICPR (3), 2006)

A framework for the detection of acute renal rejection with dynamic contrast enhanced magnetic resonance imaging. - Aly A. Farag; Ayman El-Baz; Seniha Esen Yüksel; Mohamed Abou El-Ghar; Tarek Eldiasty (ISBI, 2006)

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 (MICCAI (2), 2006)

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 (MICCAI (2), 2006)

A New CAD System for the Evaluation of Kidney Diseases Using DCE-MRI. - Ayman El-Baz; Rachid Fahmi; Seniha Esen Yüksel; Aly A. Farag; William Miller; Mohamed Abou El-Ghar; Tarek Eldiasty (MICCAI (2), 2006)

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 (MICCAI (1), 2006)

Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model. - Ayman El-Baz; Aly A. Farag; Georgy L. Gimel'farb (SSPR/SPR, 2006)

Precise segmentation of multimodal images. - Aly A. Farag; Ayman El-Baz; Georgy L. Gimel'farb (IEEE Trans. Image Process., 2006)

A New Framework for Automatic Registration of 2D/3D Texture Images. - Ayman El-Baz; Georgy L. Gimel'farb (BMVC, 2007)

EM Based Approximation of Empirical Distributions with Linear Combinations of Discrete Gaussians. - Ayman El-Baz; Georgy L. Gimel'farb (ICIP (4), 2007)

A New CAD System for Early Diagnosis of Detected Lung Nodules. - Ayman El-Baz; Georgy L. Gimel'farb; Robert Falk; Mohamed Abou El-Ghar (ICIP (2), 2007)

A Novel Approach for Automatic Follow-Up of Detected Lung Nodules. - Ayman El-Baz; Georgy L. Gimel'farb; Robert Falk; Mohamed Abou El-Ghar (ICIP (5), 2007)

A Novel Framework for Accurate Lung Segmentation Using Graph Cuts. - Asem M. Ali; Ayman El-Baz; Aly A. Farag (ISBI, 2007)

A New Image Analysis Approach for Automatic Classification of Autistic Brains. - Ayman El-Baz; Manuel Casanova; Georgy L. Gimel'farb; Meghan Mott; Andrew E. Switala (ISBI, 2007)

Classification Techniques for Autistic vs. Typically Developing Brain Using MRI Data. - Rachid Fahmi; Ayman El-Baz; Hossam El Din Hassan Abd El Munim; Aly A. Farag; Manuel Casanova (ISBI, 2007)

Graph Cuts Framework for Kidney Segmentation with Prior Shape Constraints. - Asem M. Ali; Aly A. Farag; Ayman El-Baz (MICCAI (1), 2007)

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 (MICCAI (2), 2007)

New Motion Correction Models for Automatic Identification of Renal Transplant Rejection. - Ayman El-Baz; Georgy L. Gimel'farb; Mohamed Abou El-Ghar (MICCAI (2), 2007)

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 (BMVC, 2008)

Image segmentation with a parametric deformable model using shape and appearance priors. - Ayman El-Baz; Georgy L. Gimel'farb (CVPR, 2008)

Global image registration based on learning the prior appearance model. - Ayman El-Baz; Georgy L. Gimel'farb (CVPR, 2008)

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 (ICIP, 2008)

A novel image analysis approach for accurate identification of acute renal rejection. - Ayman El-Baz; Georgy L. Gimel'farb; Mohamed Abou El-Ghar (ICIP, 2008)

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 (ICPR, 2008)

Image analysis approach for identification of renal transplant rejection. - Ayman El-Baz; Georgy L. Gimel'farb; Mohamed Abou El-Ghar (ICPR, 2008)

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 (ICPR, 2008)

A novel approach for global registration of medical images based on learning the prior appearance model. - Ayman El-Baz; Georgy L. Gimel'farb (ISBI, 2008)

Promising results for early diagnosis of lung cancer. - Ayman El-Baz; Georgy L. Gimel'farb; Robert Falk; Mohamed Abou El-Ghar; Huda Refaie (ISBI, 2008)

A New Stochastic Framework for Accurate Lung Segmentation. - Ayman El-Baz; Georgy L. Gimel'farb; Robert Falk; Trevor Holland; Teresa Shaffer (MICCAI (1), 2008)

An MRI-based diagnostic framework for early diagnosis of dyslexia. - Ayman El-Baz; Manuel Casanova; Georgy L. Gimel'farb; Meghan Mott; Andrew E. Switala (Int. J. Comput. Assist. Radiol. Surg., 2008)

Robust image segmentation using learned priors. - Ayman El-Baz; Georgy L. Gimel'farb (ICCV, 2009)

Assessment of exercise-induced immune cell apoptosis using morphological image processing. - Refaat M. Mohamed; Ayman El-Baz; James Navalta (ICIP, 2009)

3D Joint Markov-Gibbs Model for Segmenting the Blood Vessels from MRA. - Ayman El-Baz; Georgy L. Gimel'farb; Vedant Kumar; Robert Falk; Mohamed Abou El-Ghar (ISBI, 2009)

Robust Medical Images Segmentation Using Learned Shape and Appearance Models. - Ayman El-Baz; Georgy L. Gimel'farb (MICCAI (1), 2009)

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 (MICCAI (1), 2009)

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 (MICCAI (1), 2009)

Automatic analysis of 3D low dose CT images for early diagnosis of lung cancer. - Ayman El-Baz; Georgy L. Gimel'farb; Robert Falk; Mohamed Abou El-Ghar (Pattern Recognit., 2009)

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 (ICIP, 2010)

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 (ICIP, 2010)

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 (ICIP, 2010)

Deformable model guided by stochastic speed with application in cine images segmentation. - Fahmi Khalifa; Garth M. Beache; Ayman El-Baz; Georgy L. Gimel'farb (ICIP, 2010)

Dyslexia Diagnostics by Centerline-Based Shape Analysis of the Corpus Callosum. - Ahmed Elnakib; Ayman El-Baz; Manuel Casanova; Andrew E. Switala (ICPR, 2010)

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 (ICPR, 2010)

Appearance analysis for diagnosing malignant lung nodules. - Ayman El-Baz; Georgy L. Gimel'farb; Robert Falk; Mohamed Abou El-Ghar (ISBI, 2010)

Image-based detection of corpus callosum variability for more accurate discrimination between dyslexic and normal brains. - Ahmed Elnakib; Ayman El-Baz; Manuel Casanova; Georgy L. Gimel'farb; Andrew E. Switala (ISBI, 2010)

A novel 3D segmentation approach for segmenting the prostate from dynamic contrast enhanced MRI using current appearance and learned shape prior. - Ahmad Firjani; Ahmed Elnakib; Fahmi Khalifa; Ayman El-Baz; Georgy L. Gimel'farb; Mohamed Abou El-Ghar; Adel Elmaghraby (ISSPIT, 2010)

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 (Prostate Cancer Imaging, 2010)

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 (MICCAI (1), 2010)

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 (DeSE, 2011)

A multi-scale non-linear vessel enhancement technique. - Behnaz Abdollahi; Ayman El-Baz; Amir A. Amini (EMBC, 2011)

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 (ICIP, 2011)

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 (ICIP, 2011)

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 (ICIP, 2011)

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 (ICIP, 2011)

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 (ICIP, 2011)

3D Shape Analysis for Early Diagnosis of Malignant Lung Nodules. - Ayman El-Baz; Matthew Nitzken; Fahmi Khalifa; Ahmed Elnakib; Georgy L. Gimel'farb; Robert Falk; Mohamed Abou El-Ghar (IPMI, 2011)

A novel shape-based diagnostic approach for early diagnosis of lung nodules. - Ayman El-Baz; Matthew Nitzken; Eric Vanbogaert; Georgy L. Gimel'farb; Robert Falk; Mohamed Abou El-Ghar (ISBI, 2011)

A new framework for automated identification of pathological tissues in contrast enhanced cardiac magnetic resonance images. - Ahmed Elnakib; Garth M. Beache; Matthew Nitzken; Georgy L. Gimel'farb; Ayman El-Baz (ISBI, 2011)

Autism diagnostics by centerline-based shape analysis of the Corpus Callosum. - Ahmed Elnakib; Manuel Casanova; Georgy L. Gimel'farb; Andrew E. Switala; Ayman El-Baz (ISBI, 2011)

A new 3D automatic segmentation framework for accurate segmentation of prostate from DCE-MRI. - Ahmad Firjani; Ahmed Elnakib; Fahmi Khalifa; Georgy L. Gimel'farb; Mohamed Abou El-Ghar; J. Suri; Adel Elmaghraby; Ayman El-Baz (ISBI, 2011)

Automatic analysis of left ventricle wall thickness using short-axis cine CMR images. - Fahmi Khalifa; Garth M. Beache; Matthew Nitzken; Georgy L. Gimel'farb; Guruprasad A. Giridharan; Ayman El-Baz (ISBI, 2011)

3D shape analysis of the brain cortex with application to autism. - Matthew Nitzken; Manuel Casanova; Georgy L. Gimel'farb; Fahmi Khalifa; Ahmed Elnakib; Andrew E. Switala; Ayman El-Baz (ISBI, 2011)

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 (MICCAI (3), 2011)

Accurate Automated Detection of Autism Related Corpus Callosum Abnormalities. - Ayman El-Baz; Ahmed Elnakib; Manuel Casanova; Georgy L. Gimel'farb; Andrew E. Switala; Desha Jordan; Sabrina Rainey (J. Medical Syst., 2011)

3D Graph cut with new edge weights for cerebral white matter segmentation. - Ashish K. Rudra; Mainak Sen; Ananda S. Chowdhury; Ahmed Elnakib; Ayman El-Baz (Pattern Recognit. Lett., 2011)

A novel Gaussian Scale Space-based joint MGRF framework for precise lung segmentation. - Behnoush Abdollahi; Ahmed Soliman 001; Ali Cahid Civelek; Xiao-Feng Li; Georgy L. Gimel'farb; Ayman El-Baz (ICIP, 2012)

Appearance-based diagnostic system for early assessment of malignant lung nodules. - Ayman El-Baz; Georgy L. Gimel'farb; Mohamed Abou El-Ghar; Robert Falk (ICIP, 2012)

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 (ICIP, 2012)

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 (ICIP, 2012)

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 (ICIP, 2012)

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 (ICIP, 2012)

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 (ICPR, 2012)

A novel CAD system for analyzing cardiac first-pass MR images. - Fahmi Khalifa; Garth M. Beache; Georgy L. Gimel'farb; Ayman El-Baz (ICPR, 2012)

Non-rigid biomedical image registration using graph cuts with a novel data term. - Ananda S. Chowdhury; Rounak Roy; Sumon Kr. Bose; Fahmi Khalifa; Ahmed Elnakib; Ayman El-Baz (ISBI, 2012)

Early assessment of malignant lung nodules based on the spatial analysis of detected lung nodules. - Ayman El-Baz; Ahmed Soliman 001; Patrick McClure; Georgy L. Gimel'farb; Mohamed Abou El-Ghar; Robert Falk (ISBI, 2012)

A new nonrigid registration framework for improved visualization of transmural perfusion gradients on cardiac first-pass perfusion MRI. - Fahmi Khalifa; Garth M. Beache; Georgy L. Gimel'farb; Ayman El-Baz (ISBI, 2012)

Improving full-cardiac cycle strain estimation from tagged CMR by accurate modeling of 3D image appearance characteristics. - Matthew Nitzken; Garth M. Beache; Ahmed Elnakib; Fahmi Khalifa; Georgy L. Gimel'farb; Ayman El-Baz (ISBI, 2012)

A Novel 3D Joint MGRF Framework for Precise Lung Segmentation. - Behnoush Abdollahi; Ahmed Soliman 001; Ali Cahid Civelek; Xiao-Feng Li; Georgy L. Gimel'farb; Ayman El-Baz (MLMI, 2012)

A Novel Approach for Global Lung Registration Using 3D Markov-Gibbs Appearance Model. - Ayman El-Baz; Fahmi Khalifa; Ahmed Elnakib; Matthew Nitzken; Ahmed Soliman 001; Patrick McClure; Mohamed Abou El-Ghar; Georgy L. Gimel'farb (MICCAI (2), 2012)

Precise Segmentation of 3-D Magnetic Resonance Angiography. - Ayman El-Baz; Ahmed Elnakib; Fahmi Khalifa; Mohamed Abou El-Ghar; Patrick McClure; Ahmed Soliman 001; Georgy L. Gimel'farb (IEEE Trans. Biomed. Eng., 2012)

Accurate Automatic Analysis of Cardiac Cine Images. - Fahmi Khalifa; Garth M. Beache; Georgy L. Gimel'farb; Guruprasad A. Giridharan; Ayman El-Baz (IEEE Trans. Biomed. Eng., 2012)

Dyslexia Diagnostics by 3-D Shape Analysis of the Corpus Callosum. - Ahmed Elnakib; Manuel Casanova; Georgy L. Gimel'farb; Andrew E. Switala; Ayman El-Baz (IEEE Trans. Inf. Technol. Biomed., 2012)

A new shape-based framework for the left ventricle wall segmentation from cardiac first-pass perfusion mri. - Fahmi Khalifa; Garth M. Beache; Ahmed Elnakib; Hisham Sliman; Georgy L. Gimel'farb; Karla Conn Welch; Ayman El-Baz (ISBI, 2013)

Segmentation of lung region based on using parallel implementation of joint MGRF: Validation on 3D realistic lung phantoms. - Ahmed Soliman 001; Fahmi Khalifa; Amir Alansary; Georgy L. Gimel'farb; Ayman El-Baz (ISBI, 2013)

Lung Imaging Data Analysis. - Ayman El-Baz; Garth M. Beache; Georgy L. Gimel'farb; Kenji Suzuki 001; Kazunori Okada (Int. J. Biomed. Imaging, 2013)

Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies. - Ayman El-Baz; Garth M. Beache; Georgy L. Gimel'farb; Kenji Suzuki 001; Kazunori Okada; Ahmed Elnakib; Ahmed Soliman 001; Behnoush Abdollahi (Int. J. Biomed. Imaging, 2013)

Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans. - Ayman El-Baz; Ahmed Elnakib; Mohamed Abou El-Ghar; Georgy L. Gimel'farb; Robert Falk; Aly A. Farag (Int. J. Biomed. Imaging, 2013)

Kidney segmentation using graph cuts and pixel connectivity. - Ashish K. Rudra; Ananda S. Chowdhury; Ahmed Elnakib; Fahmi Khalifa; Ahmed Soliman 001; Garth M. Beache; Ayman El-Baz (Pattern Recognit. Lett., 2013)

Dynamic Contrast-Enhanced MRI-Based Early Detection of Acute Renal Transplant Rejection. - Fahmi Khalifa; Garth M. Beache; Mohamed Abou El-Ghar; Tarek Eldiasty; Georgy L. Gimel'farb; Maiying Kong; Ayman El-Baz (IEEE Trans. Medical Imaging, 2013)

An integrated geometrical and stochastic approach for accurate infant brain extraction. - Amir Alansary; Ahmed Soliman 001; Matthew Nitzken; Fahmi Khalifa; Ahmed Elnakib; Mahmoud Mostapha; Manuel F. Casanova; Ayman El-Baz (ICIP, 2014)

Lung segmentation based on Nonnegative Matrix Factorization. - Ehsan Hosseini-Asl; Jacek M. Zurada; Ayman El-Baz (ICIP, 2014)

A statistical framework for the classification of infant DT images. - Mahmoud Mostapha; Ahmed Soliman 001; Fahmi Khalifa; Ahmed Elnakib; Amir Alansary; Matthew Nitzken; Manuel F. Casanova; Ayman El-Baz (ICIP, 2014)

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 001; Fahmi Khalifa; Georgy L. Gimel'farb; Adel Elmaghraby; Ayman El-Baz (ICIP, 2014)

Atlas-based approach for the segmentation of infant DTI MR brain images. - Mahmoud Mostapha; Amir Alansary; Ahmed Soliman 001; Fahmi Khalifa; Matthew Nitzken; Rasha Khodeir; Manuel F. Casanova; Ayman El-Baz (ISBI, 2014)

Shape Analysis of the Human Brain: A Brief Survey. - Matthew J. Nitzken; Manuel F. Casanova; Georgy L. Gimel'farb; Tamer Inanc; Jacek M. Zurada; Ayman El-Baz (IEEE J. Biomed. Health Informatics, 2014)

Automatic segmentation of pathological lung using incremental nonnegative matrix factorization. - Ehsan Hosseini-Asl; Jacek M. Zurada; Ayman El-Baz (ICIP, 2015)

Segmentation of infant brain MR images based on adaptive shape prior and higher-order MGRF. - Marwa Ismail; Mahmoud Mostapha; Ahmed Soliman 001; Matthew Nitzken; Fahmi Khalifa; Ahmed Elnakib; Georgy L. Gimel'farb; Manuel Casanova; Ayman El-Baz (ICIP, 2015)

A novel framework for the segmentationof mrinfant brain images. - Mahmoud Mostapha; Manuel F. Casanova; Ayman El-Baz (ICIP, 2015)

A level set-based framework for 3D kidney segmentation from diffusion MR images. - Mohamed Shehata; Fahmi Khalifa; Ahmed Soliman 001; Rahaf Alrefai; Mohamed Abou El-Ghar; Amy C. Dwyer; Rosemary Ouseph; Ayman El-Baz (ICIP, 2015)

Segmentationof pathological lungs from CT chest images. - Ahmed Soliman 001; Ahmed Elnakib; Fahmi Khalifa; Mohamed Abou El-Ghar; Ayman El-Baz (ICIP, 2015)

A novel framework for automatic segmentation of kidney from DW-MRI. - Mohamed Shehata; Fahmi Khalifa; Ahmed Soliman 001; Rahaf Alrefai; Mohamed Abou El-Ghar; Amy C. Dwyer; Rosemary Ouseph; Ayman El-Baz (ISBI, 2015)

Using physiological signal analysis to design affective VR games. - Yi Li; Adel Said Elmaghraby; Ayman El-Baz; Estate M. Sokhadze (ISSPIT, 2015)

Segmenting Kidney DCE-MRI Using 1st-Order Shape and 5th-Order Appearance Priors. - Ni Liu; Ahmed Soliman 001; Georgy L. Gimel'farb; Ayman El-Baz (MICCAI (1), 2015)

Towards Non-invasive Image-Based Early Diagnosis of Autism. - Mahmoud Mostapha; Manuel Casanova; Georgy L. Gimel'farb; Ayman El-Baz (MICCAI (2), 2015)

Intramyocardial strain estimation from cardiac cine MRI. - Ahmed Elnakib; Garth M. Beache; Georgy L. Gimel'farb; Ayman El-Baz (Int. J. Comput. Assist. Radiol. Surg., 2015)

MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. - 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; et al. (Comput. Intell. Neurosci., 2015)

A novel automatic segmentation of healthy and diseased retinal layers from OCT scans. - Ahmed ElTanboly; Marwa Ismail; Andrew E. Switala; M. Mahmoud; Ahmed Soliman 001; T. Neyer; A. Palacio; A. Hadayer; Magdi El-Azab; Shlomit Schaal; Ayman El-Baz (ICIP, 2016)

Alzheimer's disease diagnostics by adaptation of 3D convolutional network. - Ehsan Hosseini-Asl; Robert Keynton; Ayman El-Baz (ICIP, 2016)

A random forest-based framework for 3D kidney segmentation from dynamic contrast-enhanced CT images. - Fahmi Khalifa; Ahmed Soliman 001; Amy C. Dwyer; Georgy L. Gimel'farb; Ayman El-Baz (ICIP, 2016)

Computer-aided diagnostic tool for early detection of prostate cancer. - Islam Reda; Ahmed Shalaby 002; Fahmi Khalifa; Mohammed M. Elmogy; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Ehsan Hosseini-Asl; Naoufel Werghi; Robert Keynton; Ayman El-Baz (ICIP, 2016)

A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI. - Mohamed Shehata; Fahmi Khalifa; Elizabeth Hollis; Ahmed Soliman 001; Ehsan Hosseini-Asl; Mohamed Abou El-Ghar; Maryam El-Baz; Amy C. Dwyer; Ayman El-Baz; Robert Keynton (ICIP, 2016)

Image-based CAD system for accurate identification of lung injury. - Ahmed Soliman 001; Fahmi Khalifa; Ahmed Shaffie; Ni Liu; Neal Dunlap; Brian Wang; Adel Elmaghraby; Georgy L. Gimel'farb; Ayman El-Baz (ICIP, 2016)

Detection of white matter abnormalities in MR brain images for diagnosis of autism in children. - Marwa Ismail; Ahmed Soliman 001; Ahmed ElTanboly; Andrew E. Switala; Mona Mahmoud; Fahmi Khalifa; Georgy L. Gimel'farb; Manuel F. Casanova; Robert Keynton; Ayman El-Baz (ISBI, 2016)

Kidney segmentation from CT images using a 3D NMF-guided active contour model. - Fahmi Khalifa; Ahmed Soliman 001; Ali E. Takieldeen; Mohamed Shehata; Mahmoud Mostapha; Ahmed Shaffie; Rosemary Ouseph; Adel Elmaghraby; Ayman El-Baz (ISBI, 2016)

A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. - Islam Reda; Ahmed Shalaby 002; Mohamed Abou El-Ghar; Fahmi Khalifa; Mohammed M. Elmogy; Ahmed Aboulfotouh; Ehsan Hosseini-Asl; Ayman El-Baz; Robert Keynton (ISBI, 2016)

3D diffusion MRI-based CAD system for early diagnosis of acute renal rejection. - Mohamed Shehata; Fahmi Khalifa; Ahmed Soliman 001; Ali E. Takieldeen; Mohamed Abou El-Ghar; Ahmed Shaffie; Amy C. Dwyer; Rosemary Ouseph; Ayman El-Baz; Robert Keynton (ISBI, 2016)

An ISO-surfaces based local deformation handling framework of lung tissues. - Ahmed Soliman 001; Fahmi Khalifa; Neal Dunlap; Brian Wang; Mohamed Abou El-Ghar; Ayman El-Baz (ISBI, 2016)

Detection of lung injury using 4D-CT chest images. - Ahmed Soliman 001; Fahmi Khalifa; Ahmed Shaffie; Neal Dunlap; Brian Wang; Adel Elmaghraby; Ayman El-Baz (ISBI, 2016)

Image-Based Computer-Aided Diagnostic System for Early Diagnosis of Prostate Cancer. - Islam Reda; Ahmed Shalaby 002; Mohammed M. Elmogy; Ahmed Aboulfotouh; Fahmi Khalifa; Mohamed Abou El-Ghar; Georgy L. Gimel'farb; Ayman El-Baz (MICCAI (1), 2016)

A Promising Non-invasive CAD System for Kidney Function Assessment. - Mohamed Shehata; Fahmi Khalifa; Ahmed Soliman 001; Mohamed Abou El-Ghar; Amy C. Dwyer; Georgy L. Gimel'farb; Robert Keynton; Ayman El-Baz (MICCAI (3), 2016)

Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. - 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 (Comput. Methods Programs Biomed., 2016)

Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network. - Ehsan Hosseini-Asl; Georgy L. Gimel'farb; Ayman El-Baz (CoRR, 2016)

3-D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization. - Ehsan Hosseini-Asl; Jacek M. Zurada; Georgy L. Gimel'farb; Ayman El-Baz (IEEE Trans. Biomed. Eng., 2016)

Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models. - Amir Alansary; Marwa Ismail; Ahmed Soliman 001; Fahmi Khalifa; Matthew Nitzken; Ahmed Elnakib; Mahmoud Mostapha; Austin Black; Katie Stinebruner; Manuel F. Casanova; Jacek M. Zurada; Ayman El-Baz (IEEE J. Biomed. Health Informatics, 2016)

A novel CAD system for local and global early diagnosis of Alzheimer's disease based on PIB-PET scans. - Fatma El-Zahraa A. El-Gamal; Mohammed M. Elmogy; Mohammed Ghazal; Ahmed Atwan; Gregory Barnes 001; Manuel F. Casanova; Robert Keynton; Ayman S. El-Baz (ICIP, 2017)

A new deep-learning approach for early detection of shape variations in autism using structural mri. - Marwa Ismail; Gregory Barnes 001; Matthew Nitzken; Andrew E. Switala; Ahmed Shalaby 002; Ehsan Hosseini-Asl; Manuel Casanova; Robert Keynton; Ashraf Khalil; Ayman El-Baz (ICIP, 2017)

Automatic 3-D muscle and fat segmentation of thigh magnetic resonance images in individuals with spinal cord injury. - Samineh Mesbah; Ahmed Shalaby 002; Andrea Willhite; Susan Harkema; Enrico Rejc; Ayman El-Baz (ICIP, 2017)

A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer. - Ahmed Shaffie; Ahmed Soliman 001; Mohammed Ghazal; Fatma Taher; Neal Dunlap; Brian Wang; Adel Elmaghraby; Georgy L. Gimel'farb; Ayman El-Baz (ICIP, 2017)

A comprehensive framework for early assessment of lung injury. - Ahmed Soliman 001; Fahmi Khalifa; Ahmed Shaffie; Neal Dunlap; Brian Wang; Adel Elmaghraby; Georgy L. Gimel'farb; Mohammed Ghazal; Ayman El-Baz (ICIP, 2017)

A novel CAD system for autism diagnosis using structural and functional MRI. - Omar Dekhil; M. Ismail; Ahmed Shalaby 002; Andrew E. Switala; Adel Said Elmaghraby; Robert Keynton; Georgy L. Gimel'farb; Gregory Barnes 001; Ayman El-Baz (ISBI, 2017)

A generalized MRI-based CAD system for functional assessment of renal transplant. - Fahmi Khalifa; Mohamed Shehata; Ahmed Soliman 001; Mohamed Abou El-Ghar; Tarek Eldiasty; Amy C. Dwyer; Moumen T. El-Melegy; Georgy L. Gimel'farb; Robert Keynton; Ayman El-Baz (ISBI, 2017)

A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue. - Samineh Mesbah; Ahmed Shalaby 002; Sean Stills; Ahmed Soliman 001; Andrea Willhite; Susan Harkema; Enrico Rejc; Ayman El-Baz (MICCAI (2), 2017)

Segmentation of Abdominal Aortic Aneurysm (AAA) Based on Topology Prior Model. - Safa Salahat; Ahmed Soliman 001; Tim McGloughlin; Naoufel Werghi; Ayman El-Baz (MIUA, 2017)

Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. - 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; et al. (Comput. Biol. Medicine, 2017)

Automatic blood vessels segmentation based on different retinal maps from OCTA scans. - Nabila Eladawi; Mohammed M. Elmogy; Omar Helmy; Ahmed Aboelfetouh; Alaa Eldin M. Riad; Harpal Sandhu; Shlomit Schaal; Ayman El-Baz (Comput. Biol. Medicine, 2017)

Automated framework for accurate segmentation of pressure ulcer images. - Begonya Garcia-Zapirain; Ahmed Shalaby 002; Ayman El-Baz; Adel Elmaghraby (Comput. Biol. Medicine, 2017)

A comprehensive non-invasive framework for diagnosing prostate cancer. - Islam Reda; Ahmed Shalaby 002; Mohammed M. Elmogy; Ahmed Abou Elfotouh; Fahmi Khalifa; Mohamed Abou El-Ghar; Ehsan Hosseini-Asl; Georgy L. Gimel'farb; Naoufel Werghi; Ayman El-Baz (Comput. Biol. Medicine, 2017)

Machine Learning Applications in Medical Image Analysis. - Ayman El-Baz; Georgy L. Gimel'farb; Kenji Suzuki 001 (Comput. Math. Methods Medicine, 2017)

3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models. - Fahmi Khalifa; Ahmed Soliman 001; Adel Elmaghraby; Georgy L. Gimel'farb; Ayman El-Baz (Comput. Math. Methods Medicine, 2017)

Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm. - Md. Maniruzzaman; Nishith Kumar; Md. Menhazul Abedin; Md. Shaykhul Islam; Harman S. Suri; Ayman S. El-Baz; Jasjit S. Suri (Comput. Methods Programs Biomed., 2017)

Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling. - Ahmed Soliman 001; Fahmi Khalifa; Ahmed Elnakib; Mohamed Abou El-Ghar; Neal Dunlap; Brian Wang; Georgy L. Gimel'farb; Robert Keynton; Ayman El-Baz (IEEE Trans. Medical Imaging, 2017)

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 (ECCV Workshops (4), 2018)

Fuzzy Membership-Driven Level Set for Automatic Kidney Segmentation from DCE-MRI. - Moumen T. El-Melegy; Rasha Abd El-karim; Ayman El-Baz; Mohamed Abou El-Ghar (FUZZ-IEEE, 2018)

Tissues Classification for Pressure Ulcer Images Based on 3D Convolutional Neural Network. - Mohammed M. Elmogy; Begoña García Zapirain; Connor Burns; Adel Elmaghraby; Ayman El-Baz (ICIP, 2018)

A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer. - Ahmed Shaffie; Ahmed Soliman 001; Mohammed Ghazal; Fatma Taher; Neal Dunlap; Brian Wang; Victor Van Berkel; Georgy L. Gimel'farb; Adel Elmaghraby; Ayman El-Baz (ICIP, 2018)

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 (ICIP, 2018)

An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images. - Ahmed A. Sleman; Ahmed ElTanboly; Ahmed Soliman 001; Mohammed Ghazal; Harpal Sandhu; Shlomit Schaal; Robert Keynton; Adel Elmaghraby; Ayman El-Baz (ICIP, 2018)

A Novel CNN Segmentation Framework Based on Using New Shape and Appearance Features. - Ahmed Soliman 001; Ahmed Shaffie; Mohammed Ghazal; Georgy L. Gimel'farb; Robert Keynton; Ayman El-Baz (ICIP, 2018)

A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. - Hisham Abdeltawab; Mohamed Shehata; Ahmed Shalaby 002; Samineh Mesbah; Maryam El-Baz; Mohammed Ghazal; Yasmina Alkhalil; Mohamed Abou El-Ghar; Amy C. Dwyer; Moumen T. El-Melegy; Ayman El-Baz (ICPR, 2018)

Significant Region-Based Framework for Early Diagnosis of Alzheimer's Disease Using 11C PiB-PET Scans. - Fatma El-Zahraa A. El-Gamal; Mohammed M. Elmogy; Ahmed Atwan; Mohammed Ghazal; Gregory N. Barnes; Hassan Hajjdiab; Robert Keynton; Ayman S. El-Baz (ICPR, 2018)

Towards Personalized Autism Diagnosis: Promising Results. - Yaser A. Elnakieb; Matthew Nitzken; Ahmed Shalaby 002; Omar Dekhil; Ali Mahmoud 001; Andy Switala; Adel Elmaghraby; Robert Keynton; Mohammed Ghazal; Ashraf Khalil; Gregory Barnes 001; Ayman El-Baz (ICPR, 2018)

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 (ICPR, 2018)

An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network. - Mohammed Elmogy; Begoña García Zapirain; Adel Said Elmaghraby; Ayman El-Baz (ICPR, 2018)

A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. - Islam Reda; Mohammed Ghazal; Ahmed Shalaby 002; Mohammed Elmogy; Ahmed Abou El-Fetouh; Babajide O. Ayinde; Mohamed Abou El-Ghar; Adel Elmaghraby; Robert Keynton; Ayman El-Baz (ICPR, 2018)

Using resting state functional MRI to build a personalized autism diagnosis system. - Omar Dekhil; Hassan Hajjdiab; Babajide O. Ayinde; Ahmed Shalaby 002; Andy Switala; Dawn Sosnin; Aliaa Elshamekh; Mohammed Ghazal; Robert Keynton; Gregory Barnes 001; Ayman El-Baz (ISBI, 2018)

An integrated framework for automatic clinical assessment of diabetic retinopathy grade using spectral domain OCT images. - Ahmed ElTanboly; Mohammed Ghazal; Ashraf Khalil; Ahmed Shalaby 002; Ali Mahmoud 001; Andy Switala; Magdi El-Azab; Shlomit Schaal; Ayman El-Baz (ISBI, 2018)

A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system. - Heba Kandil; Ahmed Soliman 001; Luay Fraiwan; Ahmed Shalaby 002; Ali H. Mahmoud; Ahmed ElTanboly; Adel Elmaghraby; Guruprasad A. Giridharan; Ayman El-Baz (ISBI, 2018)

A new CNN-based system for early diagnosis of prostate cancer. - Islam Reda; Babajide O. Ayinde; Mohammed M. Elmogy; Ahmed Shalaby 002; Moumen T. El-Melegy; Mohamed Abou El-Ghar; Ahmed Abou El-Fetouh; Mohammed Ghazal; Ayman El-Baz (ISBI, 2018)

Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey. - Hisham Abdeltawab; Fahmi Khalifa; Mohammed Ghazal; Ahmed Haddad; Tamer Mohamed; Guruprasad Giridharan; Ayman El-Baz (ISSPIT, 2018)

A Novel Fully Automated CAD System for Left Ventricle Volume Estimation. - Omar Dekhil; Fatma Taher; Fahmi Khalifa; Garth M. Beache; Adel Elmaghraby; Ayman El-Baz (ISSPIT, 2018)

A Significant Regional-based Diagnosis System for Early Detection of Alzheimer's Disease Using sMRI Scans. - Fatma El-Zahraa A. El-Gamal; Mohammed M. Elmogy; Ashraf Khalil; Mohammed Ghazal; Hassan Soliman; Ahmed Atwan; Robert Keynton; Gregory N. Barnes; Ayman S. El-Baz (ISSPIT, 2018)

Adaptive Window for Automatic Classification- Based Segmentation of Multimodal Brain Tumor. - Moumen T. El-Melegy; Khaled M. Abo El-Magd; Ayman S. El-Baz (ISSPIT, 2018)

Gold Nanoparticles Conjugate Cancer-Targeting Aptamer and Gadolinium Chelate for MR Cancer Imaging. - 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 (ISSPIT, 2018)

Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI. - Yaser A. Elnakieb; Mohamed T. Ali; Omar Dekhil; Mohamed E. Khalefa; Ahmed Soliman 001; Ahmed Shalaby 002; Ali Mahmoud 001; Mohammed Ghazal; Hassan Hajjdiab; Adel Elmaghraby; Robert Keynton; Gregory Barnes 001; et al. (ISSPIT, 2018)

Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. - 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 (ISSPIT, 2018)

MRI Markers for Early Assessment of Bladder Cancer: A Review. - Kamal Hammouda; Fahmi Khalifa; Mohammed Ghazal; Ahmed Haddad; Mohammed Elmogy; Hanan E. Darwish; Adel Elmaghraby; Ayman El-Baz (ISSPIT, 2018)

Using 3-D CNNs and Local Blood Flow Information to Segment Cerebral Vasculature. - Heba Kandil; Ahmed Soliman 001; Fatma Taher; Ali Mahmoud 001; Adel Elmaghraby; Ayman El-Baz (ISSPIT, 2018)

A Sensorless non-linear Control algorithm for Continuous Flow Right Ventricular Assist Devices. - Moustafa Meki; Yu Wang 100; Palaniappan Sethu; Mohammed Ghazal; Ayman El-Baz; Guruprasad Giridharan (ISSPIT, 2018)

Athlete-Customized Injury Prediction using Training Load Statistical Records and Machine Learning. - Ahmed Naglah; Fahmi Khalifa; Ali Mahmoud 001; Mohammed Ghazal; Paul Jones; Teena Murray; Adel Said Elmaghraby; Ayman El-Baz (ISSPIT, 2018)

A Computer-Aided System for Prostate Cancer Diagnosis. - Islam Reda; Mohammed Ghazal; Ahmed Shalaby 002; Mohammed Elmogy; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Adel Elmaghraby; Robert Keynton; Ayman El-Baz (ISSPIT, 2018)

Automated Staging of Diabetic Retinopathy Using a 2D Convolutional Neural Network. - Mohamed Shaban; Zeliha Ogur; Ahmed Shalaby 002; Ali Mahmoud 001; Mohammed Ghazal; Harpal Sandhu; Henry Kaplan; Ayman El-Baz (ISSPIT, 2018)

On The Integration of CT-Derived Features for Accurate Detection of Lung Cancer. - Ahmed Shaffie; Ahmed Soliman 001; Hadil Abu Khalifeh; Mohammed Ghazal; Fatma Taher; Robert Keynton; Adel Elmaghraby; Ayman El-Baz (ISSPIT, 2018)

Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol. - Mohamed Shehata; Fatma Taher; Mohammed Ghazal; Ali Mahmoud 001; Garth M. Beache; Mohamed Abou El-Ghar; Amy C. Dwyer; Adel Elmaghraby; Ayman El-Baz (ISSPIT, 2018)

A Review on the Cerebrovascular Segmentation Methods. - Fatma Taher; Ali Mahmoud 001; Ahmed Shalaby 002; Ayman El-Baz (ISSPIT, 2018)

A Cortical Based Diagnosis System for MCI Based on sMRI Features Fusion. - Fatma El-Zahraa A. El-Gamal; Mohammed M. Elmogy; Hassan Hajjdiab; Mohammed Ghazal; Hassan Soliman; Ahmed Atwan; Robert Keynton; Ayman S. El-Baz; Gregory N. Barnes (IST, 2018)

An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection. - Nabila Eladawi; Mohammed Elmogy; Luay Fraiwan; Mohammed Ghazal; Francesco Pichi; Ahmed Aboelfetouh; Alaa Eldin M. Riad; Robert Keynton; Shlomit Schaal; Ayman El-Baz (IST, 2018)

A Novel MRA-Based Framework For Detecting Correlation Between Cerebrovascular Changes and Mean Arterial Pressure. - Heba Kandil; Ahmed Soliman 001; Mohammed Ghazal; Ali Mahmoud 001; Ahmed ElTanboly; Samineh Mesbah; Ali Aslantas; Ahmed Shalaby 002; Guruprasad A. Giridharan; Adel Elmaghraby; Ayman El-Baz (IST, 2018)

A New Fast Framework for Early Detection of Prostate Cancer Without Prostate Segmentation. - Islam Reda; Ahmed Shalaby 002; Mohammed Elmogy; Mohammed Ghazal; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Adel Elmaghraby; Robert Keynton; Ayman El-Baz (IST, 2018)

Computer-Aided Diagnosis of Prostate Cancer on Diffusion Weighted Imaging: A Technical Review. - Ahmed Shalaby 002; Hassan Hajjdiab; Mohammed Ghazal; Islam Reda; Mohammed Elmogy; Ahmed Aboulfotouh; Ali Mahmoud 001; Ahmed El-giziri; Adel Elmaghraby; Ayman El-Baz (IST, 2018)

A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers. - 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 (IST, 2018)

Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. - Omar Dekhil; Mohamed T. Ali; Ahmed Shalaby 002; Ali Mahmoud 001; Andy Switala; Mohammed Ghazal; Hassan Hajjdiab; Begonya Garcia-Zapirain; Adel Elmaghraby; Robert Keynton; Gregory Barnes 001; Ayman El-Baz (MICCAI (3), 2018)

Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. - Md. Maniruzzaman; Md. Jahanur Rahman; Md. Al-MehediHasan; Harman S. Suri; Md. Menhazul Abedin; Ayman El-Baz; Jasjit S. Suri (J. Medical Syst., 2018)

Classification of pressure ulcer tissues with 3D convolutional neural network. - Begoña García Zapirain; Mohammed Elmogy; Ayman El-Baz; Adel Said Elmaghraby (Medical Biol. Eng. Comput., 2018)

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 (ICIP, 2019)

Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. - Islam Reda; Ayman El-Baz; Mohammed Ghazal; Ahmed Shalaby 002; Mohammed Elmogy; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Moumen T. El-Melegy; Ashraf Khalil; Robert Keynton (ICIP, 2019)

A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules. - Ahmed Shaffie; Ahmed Soliman 001; Hadil Abu Khalifeh; Fatma Taher; Mohammed Ghazal; Neal Dunlap; Adel Elmaghraby; Robert Keynton; Ayman El-Baz (ICIP, 2019)

Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. - Mohamed Shehata; Robert Keynton; Ayman El-Baz; Ahmed Shalaby 002; Mohammed Ghazal; Mohamed Abou El-Ghar; Mohamed A. Badawy; Garth M. Beache; Amy C. Dwyer; Moumen T. El-Melegy; Guruprasad Giridharan (ICIP, 2019)

Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. - 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 (ISBI, 2019)

Detecting Prostate Cancer Using A CNN-Based System Without Segmentation. - Islam Reda; Mohammed Ghazal; Ahmed Shalaby 002; Mohammed Elmogy; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Adel Elmaghraby; Robert Keynton; Ayman El-Baz (ISBI, 2019)

Radiomic-Based Framework for Early Diagnosis of Lung Cancer. - Ahmed Shaffie; Ahmed Soliman 001; Hadil Abu Khalifeh; Mohammed Ghazal; Fatma Taher; Adel Elmaghraby; Robert Keynton; Ayman El-Baz (ISBI, 2019)

An Accurate System for Prostate Cancer Localization from Diffusion-Weighted MRI. - Islam R. Abdelmaksoud; Mohammed Ghazal; Ahmed Shalaby 002; Mohammed Elmogy; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Robert Keynton; Ayman El-Baz (IST, 2019)

Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network. - Hisham Abdeltawab; Fahmi Khalifa; Fatma Taher; Garth M. Beache; Tamer Mohamed; Adel Elmaghraby; Mohammed Ghazal; Robert Keynton; Ayman El-Baz (IST, 2019)

Deep Learning Based Method for Computer Aided Diagnosis of Diabetic Retinopathy. - Omar Dekhil; Ahmed Naglah; Mohamed Shaban; Mohammed Ghazal; Fatma Taher; Ayman El-Baz (IST, 2019)

A Local/Regional Based CAD System for Early Diagnosis of Alzheimer's Disease Using sMRI Scans. - Fatma El-Zahraa A. El-Gamal; Mohammed M. Elmogy; Ashraf Khalil; Mohammed Ghazal; Hassan Soliman; Ahmed Atwan; Robert Keynton; Gregory N. Barnes; Ayman S. El-Baz (IST, 2019)

Autism Spectrum Disorder Diagnosis framework using Diffusion Tensor Imaging. - Yaser A. Elnakieb; Gregory N. Barnes; Ayman S. El-Baz; Ahmed Soliman 001; Ali Mahmoud 001; Omar Dekhil; Ahmed Shalaby 002; Mohammed Ghazal; Ashraf Khalil; Andrew E. Switala; Robert S. Keynton (IST, 2019)

Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers. - Nabila Eladawi; Mohammed Elmogy; Mohammed Ghazal; Luay Fraiwan; Ahmed Aboelfetouh; Alaa Eldin M. Riad; Harpal Sandhu; Ayman El-Baz (IST, 2019)

Chronic Wound Healing Assessment System Based on Color and Texture Analysis. - Mohammed Elmogy; Ashraf Khalil; Ahmed Shalaby 002; Ali Mahmoud 001; Mohammed Ghazal; Ayman El-Baz (IST, 2019)

A CNN-Based Framework for Automatic Vitreous Segemntation from OCT Images. - S. Hagagg; Fahmi Khalifa; Hisham Abdeltawab; Ahmed Elnakib; M. M. Abdelazim; Mohammed Ghazal; Harpal Sandhu; Ayman El-Baz (IST, 2019)

A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images. - Kamal Hammouda; Ayman El-Baz; Fahmi Khalifa; Ahmed Soliman 001; Mohammed Ghazal; Mohamed Abou El-Ghar; Ahmed Haddad; Mohammed Elmogy; Hanan E. Darwish; Robert Keynton (IST, 2019)

A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI. - Reem Haweel; Omar Dekhil; Ahmed Shalaby 002; Ali Mahmoud 001; Mohammed Ghazal; Robert Keynton; Gregory Barnes 001; Ayman El-Baz (IST, 2019)

A CAD System for the Early Prediction of Hypertension based on Changes in Cerebral Vasculature. - Heba Kandil; Ahmed Soliman 001; Fatma Taher; Mohammed Ghazal; Mohiuddin Hadi; Guruprasad Giridharan; Ayman El-Baz (IST, 2019)

Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites. - Ahmed Naglah; Andrew P. DeFilippis; Fahmi Khalifa; Narayana Singam; Bahjat Aladili; Mohammed Ghazal; Guruprasad Giridharan; Ashraf Khalil; Adel Elmaghraby; Ayman El-Baz (IST, 2019)

A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features. - Ahmed Shaffie; Ahmed Soliman 001; Hadil Abu Khalifeh; Fatma Taher; Mohammed Ghazal; Neal Dunlap; Adel Elmaghraby; Robert Keynton; Ayman El-Baz (IST, 2019)

Retinal Layers OCT Scans 3-D Segmentation. - Ahmed A. Sleman; Ahmed Soliman 001; Mohammed Ghazal; Harpal Sandhu; Shlomit Schaal; Adel Elmaghraby; Ayman El-Baz (IST, 2019)

Vegetation Cover Estimation Using Convolutional Neural Networks. - Mohammed Ghazal; Ali Mahmoud 001; Ali Aslantas; Ahmed Soliman 001; Ahmed Shalaby 002; Jón Atli Benediktsson; Ayman El-Baz (IEEE Access, 2019)

Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction. - Ashraf Khalil; Mohammed Elmogy; Mohammed Ghazal; Connor Burns; Ayman El-Baz (IEEE Access, 2019)

Level sets-based image segmentation approach using statistical shape priors. - Ahmed ElTanboly; Mohammed Ghazal; Hassan Hajjdiab; Ahmed Shalaby 002; Andy Switala; Ali Mahmoud 001; Prasanna K. Sahoo; Magdi El-Azab; Ayman El-Baz (Appl. Math. Comput., 2019)

Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. - 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 (Comput. Methods Programs Biomed., 2019)

A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. - Ruba Alkadi; Fatma Taher; Ayman El-Baz; Naoufel Werghi (J. Digit. Imaging, 2019)

Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI. - Mohamed Shehata; Fahmi Khalifa; Ahmed Soliman 001; Mohammed Ghazal; Fatma Taher; Mohamed Abou El-Ghar; Amy C. Dwyer; Georgy L. Gimel'farb; Robert Keynton; Ayman El-Baz (IEEE Trans. Biomed. Eng., 2019)

A Combined Fuzzy C-Means and Level Set Method for Automatic DCE-MRI Kidney Segmentation Using Both Population-Based and Patient-Specific Shape Statistics. - Moumen T. El-Melegy; Rasha Abd El-karim; Ayman S. El-Baz; Mohamed Abou El-Ghar (FUZZ-IEEE, 2020)

A Sensorless Suction-Index based Feedback Control Strategy for Rotary Right Ventricular Assist Devices. - Lixue Liang; Zhehuan Tan; Kairong Qin; Yong Luan; Guruprasad A. Giridharan; Ayman El-Baz; Palaniappan Sethu; Yu Wang 100 (ICCA, 2020)

A New Physiological Control Strategy based on the CardioMEMS Pulmonary Artery Pressure Sensor for Rotary Blood Pumps. - Jing Peng; Zhiguo Wang; Kairong Qin; Yong Luan; Guruprasad A. Giridharan; Ayman El-Baz; Palaniappan Sethu; Yu Wang 100 (ICCA, 2020)

Precise Statistical Approach for Leaf Segmentation. - Mohammed Ghazal; Ali Mahmoud 001; Ahmed Shalaby 002; Shams Shaker; Adel Khelifi; Ayman El-Baz (ICIP, 2020)

Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study. - Heba Kandil; Ahmed Soliman 001; Fatma Taher; Mohammed Ghazal; Mohiuddin Hadi; Adel Elmaghraby; Ayman El-Baz (ICIP, 2020)

A Comprehensive Framework For Accurate Classification of Pulmonary Nodules. - Ahmed Shaffie; Ahmed Soliman 001; Hadil Abu Khalifeh; Mohammed Ghazal; Fatma Taher; Adel Elmaghraby; Robert Keynton; Ayman El-Baz (ICIP, 2020)

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 002; Amy C. Dwyer; Ashraf M. Bakr; Robert Keynton; Ayman El-Baz (ICIP, 2020)

Precise Cerebrovascular Segmentation. - Fatma Taher; Ahmed Soliman 001; Heba Kandil; Ali Mahmoud 001; Ahmed Shalaby 002; Georgy L. Gimel'farb; Ayman El-Baz (ICIP, 2020)

A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma. - Ahmed Alksas; Mohamed Shehata; Gehad A. Saleh; Ahmed Shaffie; Ahmed Soliman 001; Mohammed Ghazal; Hadil Abu Khalifeh; Ahmed Abdel Razek; Ayman El-Baz (ICPR, 2020)

A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images. - Kamal Hammouda; Fahmi Khalifa; Ahmed Soliman 001; Hisham Abdeltawab; Mohammed Ghazal; Mohamed Abou El-Ghar; Ahmed Haddad; Hanan E. Darwish; Robert Keynton; Ayman El-Baz (ISBI, 2020)

A Novel Framework for Grading Autism Severity Using Task-Based FMRI. - Reem Haweel; Omar Dekhil; Ahmed Shalaby 002; Ali H. Mahmoud; Mohammed Ghazal; Ashraf Khalil; Robert Keynton; Gregory Barnes 001; Ayman El-Baz (ISBI, 2020)

Personalized Computer-Aided Diagnosis for Mild Cognitive Impairment in Alzheimer's Disease Based on sMRI and ¹¹C PiB-PET Analysis. - Fatma El-Zahraa A. El-Gamal; Mohammed M. Elmogy; Ashraf Khalil; Mohammed Ghazal; Jawad Yousaf; Xiaolu Qiu; Hassan Soliman; Ahmed Atwan; Hermann B. Frieboes; Gregory N. Barnes; Ayman S. El-Baz (IEEE Access, 2020)

Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging. - Yaser A. Elnakieb; Mohamed T. Ali; Ahmed Soliman 001; Ali H. Mahmoud; Ahmed Shalaby 002; Norah Saleh Alghamdi; Mohammed Ghazal; Ashraf Khalil; Andrew E. Switala; Robert S. Keynton; Gregory N. Barnes; Ayman El-Baz (IEEE Access, 2020)

Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks. - Mohammed Ghazal; Samr Samir Ali; Ali H. Mahmoud; Ahmed Shalaby 002; Ayman El-Baz (IEEE Access, 2020)

Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors. - Fatma Taher; Ahmed Soliman 001; Heba Kandil; Ali Mahmoud 001; Ahmed Shalaby 002; Georgy L. Gimel'farb; Ayman El-Baz (IEEE Access, 2020)

A suction index based control system for rotary blood pumps. - Lixue Liang; Moustafa Meki; Weibin Wang; Palaniappan Sethu; Ayman El-Baz; Guruprasad A. Giridharan; Yu Wang 100 (Biomed. Signal Process. Control., 2020)

A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images. - Hisham Abdeltawab; Fahmi Khalifa; Fatma Taher; Norah Saleh Alghamdi; Mohammed Ghazal; Garth M. Beache; Tamer Mohamed; Robert Keynton; Ayman El-Baz (Comput. Medical Imaging Graph., 2020)

Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images. - Taimur Hassan; Ayman El-Baz; Naoufel Werghi (CoRR, 2020)

Cloud-Based Monitoring of Thermal Anomalies in Industrial Environments Using AI and the Internet of Robotic Things. - Mohammed Ghazal; Tasnim Basmaji; Maha Yaghi; Mohammad Alkhedher; Mohamed Mahmoud; Ayman S. El-Baz (Sensors, 2020)

A Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devices. - Moustafa Meki; Yu Wang 100; Palaniappan Sethu; Mohammed Ghazal; Ayman El-Baz; Guruprasad Giridharan (IEEE Trans. Biomed. Eng., 2020)

Motion Tracked 3D Visualization System for Segmented ROI in Medical Imaging. - Maha Yaghi; Huma Zia; Hassan Hajjdiab; Ayman El-Baz; Mohammed Ghazal (ArabWIC, 2021)

Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces. - Mohamed T. Ali; Yaser A. Elnakieb; Ahmed Shalaby 002; Ali H. Mahmoud; Andy Switala; Mohammed Ghazal; Adel Khelifi; Luay Fraiwan; Georgy Barnes; Ayman El-Baz (ISBI, 2021)

A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI. - Kamal Hammouda; Fahmi Khalifa; Ahmed Soliman 001; Mohammed Ghazal; Mohamed Abou El-Ghar; Mohamed A. Badawy; Hanan E. Darwish; Ayman El-Baz (ISBI, 2021)

A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn. - Reem Haweel; Ahmed Shalaby 002; Ali Mahmoud 001; Mohammed Ghazal; Noha A. Seada; Said Ghoniemy; Gregory Barnes 001; Ayman El-Baz (ISBI, 2021)

Thyroid Cancer Computer-Aided Diagnosis System using MRI-Based Multi-Input CNN Model. - Ahmed Naglah; Fahmi Khalifa; Reem Khaled; Ahmed Abdel Khalek Abdel Razek; Ayman El-Baz (ISBI, 2021)

A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors. - Ahmed Shaffie; Ahmed Soliman 001; Hadil Abu Khalifeh; Mohammed Ghazal; Fatma Taher; Adel Elmaghraby; Ayman El-Baz (ISBI, 2021)

A New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal Tumors. - Mohamed Shehata; Ahmed Alksas; Rasha T. Abouelkheir; Ahmed Elmahdy; Ahmed Shaffie; Ahmed Soliman 001; Mohammed Ghazal; Hadil Abu Khalifeh; Ahmed Abdel Razek; Ayman El-Baz (ISBI, 2021)

A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study. - Reem Haweel; Ahmed Shalaby 002; Ali H. Mahmoud; Mohammed Ghazal; Noha A. Seada; Said Ghoniemy; Manuel Casanova; Gregory N. Barnes; Ayman El-Baz (IEEE Access, 2021)

Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs. - Luca Saba; Mohit Agarwal 003; Anubhav Patrick; Anudeep Puvvula; Suneet K. Gupta 001; Alessandro Carriero; John R. Laird; George D. Kitas; Amer M. Johri; Antonella Balestrieri; Zeno Falaschi; Alessio Pasche; et al. (Int. J. Comput. Assist. Radiol. Surg., 2021)

A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging. - Kamal Hammouda; Fahmi Khalifa; Ahmed Soliman 001; Mohammed Ghazal; Mohamed Abou El-Ghar; Mohammed Ali Badawy; Hanan E. Darwish; Adel Khelifi; Ayman El-Baz (Comput. Medical Imaging Graph., 2021)

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. - Mohit Agarwal 003; Luca Saba; Suneet K. Gupta 001; Alessandro Carriero; Zeno Falaschi; Alessio Pasche; Pietro Danna; Ayman El-Baz; D. Subbaram Naidu; Jasjit S. Suri (J. Medical Syst., 2021)

Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns. - Omar Dekhil; Ahmed Shalaby 002; Ahmed Soliman 001; Ali Mahmoud 001; Maiying Kong; Gregory Barnes 001; Adel Elmaghraby; Ayman El-Baz (Medical Image Anal., 2021)

Precise Identification of Prostate Cancer from DWI Using Transfer Learning. - Islam R. Abdelmaksoud; Ahmed Shalaby 002; Ali Mahmoud 001; Mohammed Elmogy; Ahmed Aboelfetouh; Mohamed Abou El-Ghar; Moumen T. El-Melegy; Norah Saleh Alghamdi; Ayman El-Baz (Sensors, 2021)

Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey. - Sarah M. Ayyad; Mohamed Shehata; Ahmed Shalaby 002; Mohamed Abou El-Ghar; Mohammed Ghazal; Moumen T. El-Melegy; Nahla B. Abdel-Hamid; Labib M. Labib; H. Arafat Ali; Ayman El-Baz (Sensors, 2021)

A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI). - Fatma El-Zahraa A. El-Gamal; Mohammed Elmogy; Ali Mahmoud 001; Ahmed Shalaby 002; Andrew E. Switala; Mohammed Ghazal; Hassan Soliman; Ahmed Atwan; Norah Saleh Alghamdi; Gregory N. Barnes; Ayman El-Baz (Sensors, 2021)

The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results. - Yaser A. Elnakieb; Mohamed T. Ali; Ahmed Elnakib; Ahmed Shalaby 002; Ahmed Soliman 001; Ali Mahmoud 001; Mohammed Ghazal; Gregory N. Barnes; Ayman El-Baz (Sensors, 2021)

An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images. - Sayed Haggag; Fahmi Khalifa; Hisham Abdeltawab; Ahmed Elnakib; Mohammed Ghazal; Mohamed Azim Mohamed; Harpal Singh Sandhu; Norah Saleh Alghamdi; Ayman El-Baz (Sensors, 2021)

A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens. - Kamal Hammouda; Fahmi Khalifa; Moumen T. El-Melegy; Mohammed Ghazal; Hanan E. Darwish; Mohamed Abou El-Ghar; Ayman El-Baz (Sensors, 2021)

A CNN Deep Local and Global ASD Classification Approach with Continuous Wavelet Transform Using Task-Based FMRI. - Reem Haweel; Noha A. Seada; Said Ghoniemy; Norah Saleh Alghamdi; Ayman El-Baz (Sensors, 2021)

A Flow Sensor-Based Suction-Index Control Strategy for Rotary Left Ventricular Assist Devices. - Lixue Liang; Kairong Qin; Ayman S. El-Baz; Thomas J. Roussel; Palaniappan Sethu; Guruprasad A. Giridharan; Yu Wang 100 (Sensors, 2021)

Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN. - Ahmed Naglah; Fahmi Khalifa; Reem Khaled; Ahmed Abdel Khalek Abdel Razek; Mohammed Ghazal; Guruprasad Giridharan; Ayman El-Baz (Sensors, 2021)

A Deep-Learning Framework for the Detection of Oil Spills from SAR Data. - Mohamed Shaban; Reem Salim; Hadil Abu Khalifeh; Adel Khelifi; Ahmed Shalaby 002; Shady El-Mashad; Ali Mahmoud 001; Mohammed Ghazal; Ayman El-Baz (Sensors, 2021)

Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints. - Ahmed Sharafeldeen; Mohamed El-Sharkawy; Norah Saleh Alghamdi; Ahmed Soliman 001; Ayman El-Baz (Sensors, 2021)

A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors. - Mohamed Shehata; Ahmed Alksas; Rasha T. Abouelkheir; Ahmed Elmahdy; Ahmed Shaffie; Ahmed Soliman 001; Mohammed Ghazal; Hadil Abu Khalifeh; Reem Salim; Ahmed Abdel Khalek Abdel Razek; Norah Saleh Alghamdi; Ayman El-Baz (Sensors, 2021)

Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective. - Jasjit S. Suri; Sushant Agarwal; Suneet K. Gupta 001; Anudeep Puvvula; Klaudija Viskovic; Neha Suri; Azra Alizad; Ayman El-Baz; Luca Saba; Mostafa Fatemi; D. Subbaram Naidu (IEEE J. Biomed. Health Informatics, 2021)

AI Assisted Medical Diagnosis of Lung Diseases Using Accurate Symptoms Visualization. - Maha Yaghi; Sana Hafez; Arwa Sheibani; Abdalla Abdelkhalek; Zia Farhan; Mohammed Ghazal; Ayman Elbaz; Adel Khelifi (FiCloud, 2022)

Understanding Autism Using Machine Learning: A Structural MRI Study. - Mohamed T. Ali; Yaser A. Elnakieb; Ahmed Shalaby 002; Ahmed Elnakib; Ali Mahmoud 001; Huma Zia; Mohammed Ghazal; Gregory Barnes 001; Ayman El-Baz (ICPR, 2022)

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 (ICPR, 2022)

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 (ICPR, 2022)

Hand Crafted Features for Efficient Lung Cancer Diagnosis Using Stacked Autoencoder. - Ahmed Shaffie; Ahmed Soliman 001; Victor Van Berkel; Ayman El-Baz (ICPR, 2022)

Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. - Ahmed Sharafeldeen; Mohamed El-Sharkawy; Ahmed Shaffie; Fahmi Khalifa; Ahmed Soliman 001; Ahmed Naglah; Reem Khaled; Manar Mansour Hussein; Mohammed F. Alrahmawy; Samir Elmougy; Jawad Yousaf; Mohammed Ghazal; et al. (ICPR, 2022)

Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data. - Ahmed Mamdouh; Moumen T. El-Melegy; Samia A. Ali; Ayman S. El-Baz (IJCNN, 2022)

Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model. - Mohamed El-Sharkawy; Ahmed Sharafeldeen; Ahmed Soliman 001; Fahmi Khalifa; Mohammed Ghazal; Eman M. El-Daydamony; Ahmed Atwan; Harpal Singh Sandhu; Ayman El-Baz (ISBI, 2022)

Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images. - Sayed Haggag; Fahmi Khalifa; Hisham Abdeltawab; Ahmed Elnakib; Harpal Sandhu; Mohammed Ghazal; Ashraf Sewelam; Mohamed Azim Mohamed; Ayman El-Baz (ISBI, 2022)

Knowledge distillation driven instance segmentation for grading prostate cancer. - Taimur Hassan; Muhammad Shafay; Bilal Hassan; Muhammad Usman Akram; Ayman Elbaz; Naoufel Werghi (Comput. Biol. Medicine, 2022)

Conditional GANs based system for fibrosis detection and quantification in Hematoxylin and Eosin whole slide images. - Ahmed Naglah; Fahmi Khalifa; Ayman El-Baz; Dibson D. Gondim (Medical Image Anal., 2022)

A New Framework for Precise Identification of Prostatic Adenocarcinoma. - Sarah M. Ayyad; Mohamed A. Badawy; Mohamed Shehata; Ahmed Alksas; Ali Mahmoud 001; Mohamed Abou El-Ghar; Mohammed Ghazal; Moumen T. El-Melegy; Nahla B. Abdel-Hamid; Labib M. Labib; H. Arafat Ali; Ayman El-Baz (Sensors, 2022)

Special Issue "Computer Aided Diagnosis Sensors". - Ayman El-Baz; Guruprasad A. Giridharan; Ahmed Shalaby 002; Ali H. Mahmoud; Mohammed Ghazal (Sensors, 2022)

The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey. - Mohamed El-Sharkawy; Mostafa Elrazzaz; Ahmed Sharafeldeen; Marah Talal Alhalabi; Fahmi Khalifa; Ahmed Soliman 001; Ahmed Elnakib; Ali Mahmoud 001; Mohammed Ghazal; Eman M. El-Daydamony; Ahmed Atwan; Harpal Singh Sandhu; et al. (Sensors, 2022)

Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images. - Mahmoud Elgafi; Ahmed Sharafeldeen; Ahmed Elnakib; Ahmed Elgarayhi; Norah Saleh Alghamdi; Mohammed Sallah; Ayman El-Baz (Sensors, 2022)

Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques. - Ibrahim Yasser; Fahmi Khalifa; Hisham Abdeltawab; Mohammed Ghazal; Harpal Singh Sandhu; Ayman El-Baz (Sensors, 2022)

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 001; Fahmi Khalifa; Mohammed Ghazal; Jawad Yousaf; Hadil Abu Khalifeh; Ayman El-Baz (ICIP, 2023)

Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework. - Oluwatunmise Akinniyi; Imran Razzak; Md Mahmudur Rahman 003; Harpal Sandhu; Ayman El-Baz; Fahmi Khalifa (ICIP, 2023)

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 001; Sohail Contractor; Ayman El-Baz (ICIP, 2023)

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 001; Sohail Contractor; Eric Van Bogaert; Ayman El-Baz (ICIP, 2023)

A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors. - 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 (ISBI, 2023)

An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. - Israa Sharaby; Ahmed Alksas; A. Nashat; Hossam Magdy Balaha; Mohamed Shehata; M. Gayhart; Ali Mahmoud 001; Mohammed Ghazal; Ashraf Khalil; Rasha T. Abouelkheir; Ahmed Elmahdy; A. Abdelhalim; et al. (ISBI, 2023)

Diabetic Retinopathy Detection Using 3D OCT Features. - Ahmed Sharafeldeen; Mahmoud Elgafi; Ahmed Elnakib; Ali Mahmoud 001; Ahmed Elgarayhi; Norah Saleh Alghamdi; Mohammed Sallah; Ayman El-Baz (ISBI, 2023)

A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks. - Bassant E. Youssef; Ahmed Alksas; Ahmed Shalaby 002; Ali Mahmoud 001; Eric Van Bogaert; Sohail Contractor; Mohammed Ghazal; Adel Elmaghraby; Ayman El-Baz (ISBI, 2023)

Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework. - Bassant E. Youssef; Ahmed Alksas; Ahmed Shalaby 002; Ali H. Mahmoud; Eric Van Bogaert; Norah Saleh Alghamdi; Alyssa Neubacher; Sohail Contractor; Mohammed Ghazal; Adel Said Elmaghraby; Ayman El-Baz (IEEE Access, 2023)

AI-powered health monitoring of anode baking furnace pits in aluminum production using autonomous drones. - Tasnim Basmaji; Maha Yaghi; Marah Al Halabi; Abdallah Rashed; Huma Zia; Mohamed Mahmoud; Pragasan Palavar; Sara Alkhadhar; Halima Alhmoudi; Mohammad Alkhedher; Ayman Elbaz; Mohammed Ghazal (Eng. Appl. Artif. Intell., 2023)

Future of Drug Discovery: The Synergy of Edge Computing, Internet of Medical Things, and Deep Learning. - Mohammad (Behdad) Jamshidi; Omid Moztarzadeh; Alireza Jamshidi; Ahmed Abdelgawad 001; Ayman S. El-Baz; Lukas Hauer (Future Internet, 2023)

A sensorless, physiologic feedback control strategy to increase vascular pulsatility for rotary blood pumps. - Zhehuan Tan; Mingming Huo; Kairong Qin; Ayman S. El-Baz; Palaniappan Sethu; Yu Wang 100; Guruprasad A. Giridharan (Biomed. Signal Process. Control., 2023)

A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern. - Ahmed Alksas; Ahmed Shaffie; Mohammed Ghazal; Fatma Taher; Adel Khelifi; Maha Yaghi; Ahmed Soliman 001; Eric Van Bogaert; Ayman El-Baz (Comput. Methods Programs Biomed., 2023)

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; et al. (ICIP, 2024)

A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis. - Israa Sharaby; Ahmed Alksas; Hossam Magdy Balaha; Ali Mahmoud 001; Mohammed Ali Badawy; Mohamed Abou El-Ghar; Ashraf Khalil; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (ICIP, 2024)

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 (ICIP, 2024)

MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions. - Ibrahim Abdelhalim; Mohamed Elsharkawy; Namuunaa Nadmid; Mohammed Ghazal; Ali Mahmoud 001; Ayman El-Baz (ICPR (28), 2024)

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 (ICPR (28), 2024)

Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis. - Hossam Magdy Balaha; Khadiga M. Ali; Dibson D. Gondim; Mohammed Ghazal; Ayman El-Baz (ICPR (11), 2024)

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 001; Mohammed Ghazal; Ayman El-Baz (ICPR (28), 2024)

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 (ICPR (27), 2024)

TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape. - Mohamed Elsharkawy; Ibrahim Abdelhalim; Mohammed Ghazal; Mohammad Z. Haq; Rayan Haq; Ali Mahmoud 001; Harpal Singh Sandhu; Aristomenis Thanos; Ayman El-Baz (ICPR (12), 2024)

A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability. - Ainhoa Osa-Sanchez; Hossam Magdy Balaha; Ali Mahmoud 001; Mostafa Abdelrahim; Mohamed Khudri; Begonya Garcia-Zapirain; Ayman El-Baz (ICPR (27), 2024)

A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. - Ahmed Sharafeldeen; Hossam Magdy Balaha; Ali Mahmoud 001; Reem Khaled; Saher Taman; Manar Mansour Hussein; Mohammed Ghazal; Ayman El-Baz (ICPR (27), 2024)

Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model. - Ahmed Sharafeldeen; Adel Khelifi; Mohammed Ghazal; Maha Yaghi; Ali Mahmoud 001; Sohail Contractor; Ayman El-Baz (ICPR (23), 2024)

Twoviewdensity-Pvt: A Vision Transformer System for Accurate Bi-Rads Classification in Breast Cancer Grading From Mammogram Images. - Ibrahim Abdelhalim; Y. Almalki; A. Abbas; Mohamed Elsharkawy; R. Karam; S. Alduraibi; Mohammed Ghazal; Ali Mahmoud 001; Sohail Contractor; Ayman El-Baz (ISBI, 2024)

Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings. - Ibrahim Abdelhalim; Ahmed Alksas; Hossam Magdy Balaha; Mohamed A. Badawy; Mohamed Abou El-Ghar; Norah Saleh Alghamdi; Mohammed Ghazal; Sohail Contractor; Eric Van Bogaert; Dibson D. Gondim; S. R. Silva; Fahmi Khalifa; et al. (ISBI, 2024)

Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model. - Ahmed Alksas; Ahmed Sharafeldeen; Hossam Magdy Balaha; Mohammed Ghazal; Marah Talal Alhalabi; Ali Mahmoud 001; Rasha Hassan; Jawad Yousaf; Harpal Sandhu; Ayman El-Baz (ISBI, 2024)

A Novel Vit-Based Multi-Scaled and Rotation-Invariance Approach for Precise Differentiation Between Meningioma and Solitary Fibrous Tumor. - 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 (ISBI, 2024)

A Neuroimaging ML-Based 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; et al. (ISBI, 2024)

A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images. - Aya A. Abd El-Khalek; Hossam Magdy Balaha; Ali Mahmoud 001; Norah Saleh Alghamdi; Mohammed Ghazal; Abeer Twakol Khalil; Mohy Eldin A. Abo-Elsoud; Ayman El-Baz (ISBI, 2024)

Precision Diagnosis of Autism Through Resting FMRI and Machine Learning. - Mohamed Khudri; Mostafa Abdelrahim; Mohamed T. Ali; Ahmed Elnakib; Ahmed Shalaby 002; Ali Mahmoud 001; Sohail Contractor; Gregory N. Barnes; Ayman El-Baz (ISBI, 2024)

A Vision Transformer Approach for Breast Cancer Classification in Histopathology. - Margo Sabry; Hossam Magdy Balaha; Khadiga M. A. Seddik; Hassan Soliman; Dibson D. Gondim; Mohammed Ghazal; Tania Tahtouh; Ayman El-Baz (ISBI, 2024)

A New Non-invasive AI-Based Diagnostic System for Automated Diagnosis of Acute Renal Rejection in Kidney Transplantation: Analysis of ADC Maps Extracted from Matched 3D Iso-Regions of the Transplanted Kidney. - Ibrahim Abdelhalim; Mohamed Abou El-Ghar; Amy C. Dwyer; Rosemary Ouseph; Sohail Contractor; Ayman El-Baz (MICCAI (12), 2024)

IHRRB-DINO: Identifying High-Risk Regions of Breast Masses in Mammogram Images Using Data-Driven Instance Noise (DINO). - Mahmoud SalahEldin Kasem; Abdelrahman Abdallah; Ibrahim Abdelhalim; Norah Saleh Alghamdi; Sohail Contractor; Ayman El-Baz (MICCAI (1), 2024)

A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment. - Amira Bouamrane; Makhlouf Derdour; Ahmed Alksas; Ayman El-Baz (PAIS, 2024)

Editor-in-Chief. - 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; et al. (IEEE Access, 2024)

Incorporating Imaging, Clinical, Pathology, and Demographic Markers for Hormonal Therapy Prediction in Prostate Cancer. - Ibrahim Abdelhalim; Ahmed Alksas; Hossam Magdy Balaha; Mohamed A. Badawy; Mohamed Abou El-Ghar; Norah Saleh Alghamdi; Mohammed Ghazal; Sohail Contractor; Eric Van Bogaert; Dibson D. Gondim; Scott Silva; Fahmi Khalifa; et al. (IEEE Access, 2024)

Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis. - 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 (IEEE Access, 2024)

A Novel Machine Learning Approach for Predicting Neoadjuvant Chemotherapy Response in Breast Cancer: Integration of Multimodal Radiomics With Clinical and Molecular Subtype Markers. - 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; et al. (IEEE Access, 2024)

Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior. - Israa Sharaby; Hossam Magdy Balaha; Ahmed Alksas; Ali Mahmoud 001; Mohamed Abou El-Ghar; Ashraf Khalil; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (IEEE Access, 2024)

Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. - Ahmed Alksas; Ahmed Sharafeldeen; Hossam Magdy Balaha; Mohammad Z. Haq; Ali Mahmoud 001; Mohammed Ghazal; Norah Saleh Alghamdi; Marah Talal Alhalabi; Jawad Yousaf; Harpal Sandhu; Ayman El-Baz (Comput. Methods Programs Biomed., 2024)

A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography. - Mohamed El-Sharkawy; Ahmed Sharafeldeen; Fahmi Khalifa; Ahmed Soliman 001; Ahmed Elnakib; Mohammed Ghazal; Ashraf Sewelam; Aristomenis Thanos; Harpal Singh Sandhu; Ayman El-Baz (IEEE J. Biomed. Health Informatics, 2024)

AI-based methods for detecting and classifying age-related macular degeneration: a comprehensive review. - Niveen Nasr El-Den; Mohamed El-Sharkawy; Ibrahim Saleh; Mohammed Ghazal; Ashraf Khalil; Mohammad Z. Haq; Ashraf Sewelam; Hani Mahdi 001; Ayman El-Baz (Artif. Intell. Rev., 2024)

Hybrid Deep Learning Approach with Feature Engineering for Enhanced Pulmonary Nodule Diagnosis. - Amira Bouamrane; Makhlouf Derdour; Ahmed Alksas; Ayman El-Baz (SN Comput. Sci., 2024)

Enhanced Breast Cancer Molecular Biomarker Classification: A Novel Two-Stage Machine Learning Pipeline for Accurate Histological Analysis of Whole Slide Images. - Ahmed Aboudessouki; Kh. M. Ali; Ahmed Alksas; M. Elsharkawy; M. ABO Rahma; M. Ghazal; Nagham E. Mekky; Eman El-Daydamony; Dibson D. Gondim; Ayman El-Baz (ICASSP, 2025)

SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades. - Niveen Nasr El-Den; Mohamed Elsharkawy; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Hani Mahdi 001; Ayman El-Baz (ICASSP, 2025)

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 (ICASSP, 2025)

CascadePLS-ViT: Cascade with Patch-Level Self-Supervised Vision Transformers for Breast Cancer Classification in Mammography. - Abdelrahman Abdallah; Mahmoud SalahEldin Kasem; Ibrahim Abdelhalim; Norah Saleh Alghamdi; Sohail Contractor; Ayman El-Baz (ISBI, 2025)

FMUNet: Frequency Modulation-Based UNet for Octa Segmentation. - Ibrahim Abdelhalim; Mohamed Elsharkawy; Ashraf Sewelam; Mohammed Ghazal; Ali Mahmoud 001; Ayman El-Baz (ISBI, 2025)

A Dual-Track Framework for Enhancing Age-Related Macular Degeneration Diagnosis Through Embedding and Vision Classification. - Hossam Magdy Balaha; Ahmed Aboudessouki; Ali Mahmoud 001; Mohammed Ghazal; Ayman El-Baz (ISBI, 2025)

Enhanced Cervical Vertebral Maturation Assessment Using AI-Based Imaging Analysis System. - Hossam Magdy Balaha; Ahmed Alksas; Amine Fattal; Toru Deguchi; Ayman El-Baz (ISBI, 2025)

ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images. - Mohamed Elsharkawy; Ibrahim Abdelhalim; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Ayman El-Baz (ISBI, 2025)

OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification. - Mohamed Elsharkawy; Ibrahim Abdelhalim; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Aristomenis Thanos; Ayman El-Baz (ISBI, 2025)

Predicting Response to Neoadjuvant Chemotherapy using Multi-Modal MRI Radiomics and Machine Learning Approaches. - 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 (ISBI, 2025)

Utilizing Shape-features and GAN-Based Model for Renal Segmentation in DW-MRI. - Israa Sharaby; Ahmed Alksas; Hossam Magdy Balaha; Ali Mahmoud 001; Mohammed Badawy; Mohamed Abou El-Ghar; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (ISBI, 2025)

Improving BI-RADS Mammographic Classification With Self-Supervised Vision Transformers and Cascade Learning. - Abdelrahman Abdallah; Mahmoud SalahEldin Kasem; Ibrahim Saad Aly Abdelhalim; Norah Saleh Alghamdi; Ayman El-Baz (IEEE Access, 2025)

Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis. - Ibrahim Abdelhalim; Namuunaa Nadmid; Mohamed Elsharkawy; Mohammed Ghazal; Ali H. Mahmoud; Ayman El-Baz (IEEE Access, 2025)

H-UDMIR: A Hybrid Unsupervised Deep Learning Framework for Deformable Medical Image Registration. - Hossam Magdy Balaha; Ali Mahmoud 001; Mohamed Abou El-Ghar; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (IEEE Access, 2025)

Seg-Swin: A Dual-Attention Transformer Model for Advanced AMD Classification and Lesion Detection Using Color Fundus Imaging. - Niveen Nasr El-Den; Mohamed Elsharkawy; Ibrahim Saleh; Ali H. Mahmoud; Mohammed Ghazal; Ashraf Khalil; Ashraf Sewelam; Hani Mahdi 001; Ayman El-Baz (IEEE Access, 2025)

XV-AMD: An Explainable Vision Transformer Detection Framework for Age-Related Macular Degeneration Using Fundus Imaging. - 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 (IEEE Access, 2025)

Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging. - Ainhoa Osa-Sanchez; Hossam Magdy Balaha; Ali Mahmoud 001; Ashraf Sewelam; Mohammed Ghazal; Begonya Garcia-Zapirain; Ayman El-Baz (IEEE Access, 2025)

Enhancing Breast Cancer Diagnosis With Multi-Resolution Vision Transformers and Robust Decision-Making. - Margo Sabry; Hossam Magdy Balaha; Khadiga M. Ali; Tayseer Hassan A. Soliman; Dibson D. Gondim; Mohammed Ghazal; Norah Saleh Alghamdi; Ayman El-Baz (IEEE Access, 2025)

A Comprehensive Deep Learning System With MGRF Modeling for Predicting Breast Cancer Response to Neoadjuvant Chemotherapy. - 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 (IEEE Access, 2025)

AI-based non-invasive imaging technologies for early autism spectrum disorder diagnosis: A short review and future directions. - Mostafa Abdelrahim; Mohamed Khudri; Ahmed Elnakib; Mohamed Shehata; Kate Weafer; Ashraf Khalil; Gehad A. Saleh; Nihal M. Batouty; Mohammed Ghazal; Sohail Contractor; Gregory Barnes 001; Ayman El-Baz (Artif. Intell. Medicine, 2025)

AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review. - Ibrahim Saleh; Niveen Nasr El-Den; Mohamed Elsharkawy; Ali Mahmoud 001; Ashraf Sewelam; Wei Wang; Mohammed Ghazal; Ayman El-Baz (Artif. Intell. Medicine, 2025)

Cervical vertebral maturation assessment using an innovative artificial intelligence-based imaging analysis system. - Hossam Magdy Balaha; Ahmed Alksas; Amine Fattal; Amir A. Sewelam; Wael Aboelmaaty; Khaled Abdel-Ghaffar; Toru Deguchi; Ayman El-Baz (Biomed. Signal Process. Control., 2025)