A. Soliman

发表

Analysis of 3D Corpus Callosum Images in the Brains of Autistic Individuals

M. Casanova, A. El-Baz, G. Gimel'farb, 2016 .

Models and methods for analyzing DCE-MRI: a review.

Amy C. Dwyer, A. El-Baz, G. Gimel'farb, 2014, Medical physics.

Computer-Aided Diagnosis Systems for Acute Renal Transplant Rejection: Challenges and Methodologies

J. Suri, A. El-Baz, F. Khalifa, 2014 .

Performance evaluation of an automatic MGRF-based lung segmentation approach

Amir Alansary, Ayman El-Baz, Georgy Gimel'farb, 2013 .

A Novel Framework for Early Detection of Hypertension using Magnetic Resonance Angiography

Ayman El-Baz, Mohammed Ghazal, Ahmed Soliman, 2019, Scientific Reports.

Novel stochastic framework for automatic segmentation of human thigh MRI volumes and its applications in spinal cord injured individuals

S. Harkema, Andrea Willhite, E. Rejc, 2019, PloS one.

In-vitro and in-vivo diagnostic techniques for prostate cancer: a review.

Ayman El-Baz, Ahmed Soliman, Adel Said Elmaghraby, 2014, Journal of biomedical nanotechnology.

Segmentation of Infant Brain Using Nonnegative Matrix Factorization

Ali M. Mahmoud, Yaser A. Elnakieb, Ayman S. El-Baz, 2022, Applied Sciences.

A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors

Ayman El-Baz, Mohammed Ghazal, Ahmed Soliman, 2021, Sensors.

Robust image segmentation with a parametric deformable model using learned shape priors

Ayman El-Baz, Ayman El-Baz, Ahmed Soliman, 2016 .

Early Classification of Renal Rejection Types: A Deep Learning Approach

Ayman El-Baz, Mohamed Abou El-Ghar, Mohammed Ghazal, 2021 .

Dynamic MRI-based computer aided diagnostic systems for early detection of kidney transplant rejection: A survey

Amir Alansary, Ayman El-Baz, Ahmed Soliman, 2013 .

A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors

Fatma Taher, Ayman El-Baz, Mohammed Ghazal, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Myocardial borders segmentation from cine MR images using bidirectional coupled parametric deformable models.

Ayman El-Baz, Ahmed Soliman, Georgy Gimel'farb, 2013, Medical physics.

An appearance-guided deformable model for 4D kidney segmentation using diffusion MRI

Ahmed M. Soliman, Ayman El-Baz, Mohamed Abou El-Ghar, 2016 .

A novel computer-aided diagnosis system for the early detection of hypertension based on cerebrovascular alterations

Fatma Taher, Ayman El-Baz, Mohammed Ghazal, 2019, NeuroImage: Clinical.

A Comprehensive Framework for Differentiating Autism Spectrum Disorder From Neurotypicals by Fusing Structural MRI and Resting State Functional MRI.

Ayman El-Baz, Mohammed Ghazal, Hassan Hajjdiab, 2020, Seminars in pediatric neurology.

A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma

Ayman El-Baz, Mohammed Ghazal, Ahmed Soliman, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey

Ali M. Mahmoud, Eman M. El-Daydamony, Ayman S. El-Baz, 2022, Sensors.

Lung Cancer Diagnosis System Based on Volatile Organic Compounds (VOCs) Profile Measured in Exhaled Breath

Ayman S. El-Baz, G. Giridharan, M. Nantz, 2022, Applied Sciences.

Hand Crafted Features for Efficient Lung Cancer Diagnosis Using Stacked Autoencoder

A. Soliman, A. El-Baz, V. Berkel, 2022, 2022 26th International Conference on Pattern Recognition (ICPR).

Understanding the Role of Connectivity Dynamics of Resting-State Functional MRI in the Diagnosis of Autism Spectrum Disorder: A Comprehensive Study

Yaser A. Elnakieb, Ali H. Mahmoud, Mohamed T. Ali, 2023, Bioengineering.

A fast stochastic framework for automatic MR brain images segmentation

Ayman El-Baz, Marwa Ismail, Ahmed Soliman, 2017, PloS one.

A statistical framework for the classification of infant DT images

Amir Alansary, Ayman El-Baz, Fahmi Khalifa, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

A robust and stable gene selection algorithm based on graph theory and machine learning

S. Rajasekaran, Subrata Saha, A. Soliman, 2021, Human genomics.

RSGSA: a Robust and Stable Gene Selection Algorithm

Sanguthevar Rajasekaran, Subrata Saha, Ahmed Soliman, 2020, bioRxiv.

Role of Optical Coherence Tomography Imaging in Predicting Progression of Age-Related Macular Disease: A Survey

Ali M. Mahmoud, Eman M. El-Daydamony, G. Giridharan, 2021, Diagnostics.

A novel computational methodology for GWAS multi-locus analysis based on graph theory and machine learning

A. Soliman, S. Rajasekaran, S. Saha, 2021, medRxiv.

Impact of stress and hypertension on the cerebrovasculature.

R. Keynton, G. Giridharan, A. Soliman, 2021, Frontiers in bioscience.

The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results

Mohammed Ghazal, Ahmed Soliman, Ali M. Mahmoud, 2021, Sensors.

Novel graph theoretic biological pathway network analytics methods for analyzing and discovering Alzheimer’s disease related genes

S. Rajasekaran, Subrata Saha, A. Soliman, 2021, bioRxiv.

Early assessment of lung function in coronavirus patients using invariant markers from chest X-rays images

Ali H. Mahmoud, M. El-Melegy, A. El-Baz, 2021, Scientific Reports.

Atlas-based approach for the segmentation of infant DTI MR brain images

Amir Alansary, Ayman El-Baz, Fahmi Khalifa, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images

K. Hammouda, F. Khalifa, A. Soliman, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images

F. Khalifa, K. Hammouda, A. Haddad, 2019, 2019 IEEE International Conference on Imaging Systems and Techniques (IST).

Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns

Ayman El-Baz, Ahmed Soliman, Adel Said Elmaghraby, 2020, Medical Image Anal..

Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model

F. Khalifa, M. Ghazal, A. Soliman, 2022, IEEE International Symposium on Biomedical Imaging.

A Novel Computer-Aided Diagnostic System for Early Detection of Diabetic Retinopathy Using 3D-OCT Higher-Order Spatial Appearance Model

F. Khalifa, M. Ghazal, A. Soliman, 2022, Diagnostics.

Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies

Ayman El-Baz, Georgy L. Gimel'farb, Ahmed Elnakib, 2013, Int. J. Biomed. Imaging.

Precise higher-order reflectivity and morphology models for early diagnosis of diabetic retinopathy using OCT images

A. El-Baz, F. Khalifa, M. Ghazal, 2021, Scientific Reports.

A Novel 3D Segmentation Approach for Extracting Retinal Layers from Optical Coherence Tomography Images.

Adel Said Elmaghraby, Ahmed A. Sleman, A. El-Baz, 2021, Medical physics.

A novel computer-aided diagnostic system for accurate detection and grading of liver tumors

Hadil Abu Khalifeh, A. El-Baz, G. Giridharan, 2021, Scientific Reports.

A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images

Ayman El-Baz, Georgy L. Gimel'farb, Adel Said Elmaghraby, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Focal cortical dysplasias in autism spectrum disorders

Ahmed Soliman, Andrew E Switala, Fahmi Khalifa, 2013, Acta neuropathologica communications.

Segmentation of Abdominal Aortic Aneurysm (AAA) Based on Topology Prior Model

Ayman El-Baz, Naoufel Werghi, Ahmed Soliman, 2017, MIUA.

A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer

Fatma Taher, Ayman El-Baz, Georgy L. Gimel'farb, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer

Fatma Taher, Ayman El-Baz, Georgy L. Gimel'farb, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Identifying brain pathological abnormalities of autism for classification using diffusion tensor imaging

Ali M. Mahmoud, Mohamed T. Ali, J. Suri, 2021, Neural Engineering Techniques for Autism Spectrum Disorder.

MSPP: A Highly Efficient and Scalable Algorithm for Mining Similar Pairs of Points

Sanguthevar Rajasekaran, Subrata Saha, Ahmed Soliman, 2020, ADMA.

Using Mean Arterial Pressure in Hypertension Diagnosis versus Using Either Systolic or Diastolic Blood Pressure Measurements

A. Soliman, Heba Kandil, A. El-Baz, 2023, Biomedicines.

A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI

Ayman El-Baz, Mohamed Abou El-Ghar, Mohammed Ghazal, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling

Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, 2017, IEEE Transactions on Medical Imaging.

Kidney segmentation using graph cuts and pixel connectivity

Ayman El-Baz, Fahmi Khalifa, Ananda S. Chowdhury, 2013, Pattern Recognit. Lett..

Vegetation Cover Estimation Using Convolutional Neural Networks

Ayman El-Baz, Ali Mahmoud, Ahmed Shalaby, 2019, IEEE Access.

Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models

Jacek M. Zurada, Amir Alansary, Ayman El-Baz, 2016, IEEE Journal of Biomedical and Health Informatics.

Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors

Fatma Taher, Ayman El-Baz, Ali Mahmoud, 2020, IEEE Access.

Segmentation of retinal layers from OCT scans

Mohammed Ghazal, Shlomit Schaal, Adel Said Elmaghraby, 2020 .

3D kidney segmentation from abdominal diffusion MRI using an appearance-guided deformable boundary

Ayman El-Baz, Mohammed Ghazal, Ahmed Soliman, 2018, PloS one.

A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI

Ayman El-Baz, Mohamed Abou El-Ghar, Ahmed Soliman, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI

Fatma Taher, Ayman El-Baz, Mohamed Abou El-Ghar, 2019, IEEE Transactions on Biomedical Engineering.

Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints

A. El-Baz, A. Soliman, N. Alghamdi, 2021, Sensors.

Segmentationof pathological lungs from CT chest images

Ayman El-Baz, Mohamed Abou El-Ghar, Ahmed Soliman, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

A Novel Pathway Network Analytics Method Based on Graph Theory

S. Rajasekaran, A. Soliman, S. Saha, 2021, ICCABS.

A CNN-Based Framework for Bladder Wall Segmentation Using MRI

Adel Said Elmaghraby, F. Khalifa, K. Hammouda, 2019, 2019 Fifth International Conference on Advances in Biomedical Engineering (ICABME).

Texture and shape analysis of diffusion-weighted imaging for thyroid nodules classification using machine learning.

F. Khalifa, A. Razek, M. Ghazal, 2021, Medical physics.

A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features

Fatma Taher, Ayman El-Baz, Mohammed Ghazal, 2019, 2019 IEEE International Conference on Imaging Systems and Techniques (IST).

A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules

Fatma Taher, Ahmed M. Soliman, Ayman El-Baz, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Radiomic-Based Framework for Early Diagnosis of Lung Cancer

Fatma Taher, Ayman El-Baz, Ahmed Soliman, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

On The Integration of CT-Derived Features for Accurate Detection of Lung Cancer

Fatma Taher, Ayman El-Baz, Ahmed Soliman, 2018, 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging

Ayman El-Baz, Mohammed Ghazal, Ali H. Mahmoud, 2020, IEEE Access.

A Novel CNN Segmentation Framework Based on Using New Shape and Appearance Features

Ayman El-Baz, Georgy L. Gimel'farb, Mohammed Ghazal, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules

Fatma Taher, Ayman El-Baz, Ahmed Soliman, 2018, Technology in cancer research & treatment.

A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system

Ayman El-Baz, Ahmed Soliman, Ahmed ElTanboly, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

A comprehensive framework for early assessment of lung injury

Ayman El-Baz, Georgy L. Gimel'farb, Ahmed Soliman, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models

Ayman El-Baz, Georgy L. Gimel'farb, Ahmed Soliman, 2017, Comput. Math. Methods Medicine.

A Promising Non-invasive CAD System for Kidney Function Assessment

Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, 2016, MICCAI.

Image-based CAD system for accurate identification of lung injury

Ayman El-Baz, Georgy L. Gimel'farb, Ahmed Soliman, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Kidney segmentation from CT images using a 3D NMF-guided active contour model

Ayman El-Baz, Ahmed Soliman, Adel Said Elmaghraby, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

3D diffusion MRI-based CAD system for early diagnosis of acute renal rejection

Ayman El-Baz, Mohamed Abou El-Ghar, Ahmed Soliman, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Detection of lung injury using 4D-CT chest images

Ayman El-Baz, Ahmed Soliman, Adel Said Elmaghraby, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

An ISO-surfaces based local deformation handling framework of lung tissues

Ayman El-Baz, Mohamed Abou El-Ghar, Brian Wang, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

A level set-based framework for 3D kidney segmentation from diffusion MR images

Ayman El-Baz, Mohamed Abou El-Ghar, Ahmed Soliman, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Accurate segmentation framework for the left ventricle wall from cardiac cine MRI

Ayman El-Baz, Ahmed Soliman, Georgy Gimel'farb, 2013 .

A Novel Approach for Global Lung Registration Using 3D Markov-Gibbs Appearance Model

Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, 2012, MICCAI.

A Novel 3D Joint MGRF Framework for Precise Lung Segmentation

Ayman El-Baz, Georgy L. Gimel'farb, Ahmed Soliman, 2012, MLMI.

A novel Gaussian Scale Space-based joint MGRF framework for precise lung segmentation

Georgy L. Gimel'farb, Ayman El-Baz, Ahmed Soliman, 2012, 2012 19th IEEE International Conference on Image Processing.

Early assessment of malignant lung nodules based on the spatial analysis of detected lung nodules

Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging

F. Khalifa, M. Ghazal, A. Soliman, 2022, 2022 26th International Conference on Pattern Recognition (ICPR).

A random forest-based framework for 3D kidney segmentation from dynamic contrast-enhanced CT images

Ayman El-Baz, Georgy L. Gimel'farb, Ahmed Soliman, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

A Comprehensive Framework For Accurate Classification of Pulmonary Nodules

Fatma Taher, Mohammed Ghazal, Robert Keynton, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

A novel framework for automatic segmentation of kidney from DW-MRI

Ayman El-Baz, Mohamed Abou El-Ghar, Ahmed Soliman, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Precise Segmentation of 3-D Magnetic Resonance Angiography

Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, 2012, IEEE Transactions on Biomedical Engineering.

The Role of 3D CT Imaging in the Accurate Diagnosis of Lung Function in Coronavirus Patients

Ali M. Mahmoud, I. S. Farahat, M. El-Melegy, 2022, Diagnostics.

Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI

Ayman El-Baz, Hassan Hajjdiab, Ahmed Soliman, 2018, 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging

Ayman El-Baz, Mohamed Abou El-Ghar, Mohammed Ghazal, 2021, Comput. Medical Imaging Graph..

Subtle Early Changes in Diabetic Retinas Revealed by a Novel Method that Automatically Quantifies Spectral Domain Optical Coherence Tomography (SD-OCT) Images

A. Switala, A. El-Baz, A. Hajrasouliha, 2016 .

A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern

E. Bogaert, M. Ghazal, A. Soliman, 2023, Comput. Methods Programs Biomed..

Segmentation of lung region based on using parallel implementation of joint MGRF: Validation on 3D realistic lung phantoms

Amir Alansary, Ayman El-Baz, Georgy L. Gimel'farb, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

A novel technology to integrate imaging and clinical markers for non-invasive diagnosis of lung cancer

Adel Said Elmaghraby, A. El-Baz, G. Giridharan, 2021, Scientific reports.

Early Assessment of Radiation-Induced Lung Injury

Adel Said Elmaghraby, Ali M. Mahmoud, J. Suri, 2019, Lung Imaging and CADx.