Ayman El-Baz
Orcid: 0000-0001-7264-1323Affiliations:
- University of Louisville, Department of Bioengineering
According to our database1,
Ayman El-Baz
authored at least 314 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
On csauthors.net:
Bibliography
2024
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography.
IEEE J. Biomed. Health Informatics, April, 2024
2023
A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern.
Comput. Methods Programs Biomed., October, 2023
A sensorless, physiologic feedback control strategy to increase vascular pulsatility for rotary blood pumps.
Biomed. Signal Process. Control., May, 2023
Future of Drug Discovery: The Synergy of Edge Computing, Internet of Medical Things, and Deep Learning.
Future Internet, April, 2023
AI-powered health monitoring of anode baking furnace pits in aluminum production using autonomous drones.
Eng. Appl. Artif. Intell., 2023
Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework.
IEEE Access, 2023
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models.
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
2022
Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques.
Sensors, 2022
Sensors, 2022
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey.
Sensors, 2022
Sensors, 2022
Conditional GANs based system for fibrosis detection and quantification in Hematoxylin and Eosin whole slide images.
Medical Image Anal., 2022
Comput. Biol. Medicine, 2022
Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
AI Assisted Medical Diagnosis of Lung Diseases Using Accurate Symptoms Visualization.
Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022
2021
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective.
IEEE J. Biomed. Health Informatics, 2021
A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors.
Sensors, 2021
Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints.
Sensors, 2021
Sensors, 2021
Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN.
Sensors, 2021
A Flow Sensor-Based Suction-Index Control Strategy for Rotary Left Ventricular Assist Devices.
Sensors, 2021
A CNN Deep Local and Global ASD Classification Approach with Continuous Wavelet Transform Using Task-Based FMRI.
Sensors, 2021
A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens.
Sensors, 2021
An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images.
Sensors, 2021
The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results.
Sensors, 2021
A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI).
Sensors, 2021
Sensors, 2021
Sensors, 2021
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns.
Medical Image Anal., 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.
J. Medical Syst., 2021
A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging.
Comput. Medical Imaging Graph., 2021
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs.
Int. J. Comput. Assist. Radiol. Surg., 2021
A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study.
IEEE Access, 2021
A New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal Tumors.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Thyroid Cancer Computer-Aided Diagnosis System using MRI-Based Multi-Input CNN Model.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the ArabWIC 2021: The 7th Annual International Conference on Arab Women in Computing in Conjunction with the 2nd Forum of Women in Research, 2021
2020
A Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devices.
IEEE Trans. Biomed. Eng., 2020
Cloud-Based Monitoring of Thermal Anomalies in Industrial Environments Using AI and the Internet of Robotic Things.
Sensors, 2020
Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images.
CoRR, 2020
A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images.
Comput. Medical Imaging Graph., 2020
Biomed. Signal Process. Control., 2020
Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors.
IEEE Access, 2020
Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks.
IEEE Access, 2020
Personalized Computer-Aided Diagnosis for Mild Cognitive Impairment in Alzheimer's Disease Based on sMRI and ¹¹C PiB-PET Analysis.
IEEE Access, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
A New Physiological Control Strategy based on the CardioMEMS Pulmonary Artery Pressure Sensor for Rotary Blood Pumps.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020
A Sensorless Suction-Index based Feedback Control Strategy for Rotary Right Ventricular Assist Devices.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020
A Combined Fuzzy C-Means and Level Set Method for Automatic DCE-MRI Kidney Segmentation Using Both Population-Based and Patient-Specific Shape Statistics.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI.
IEEE Trans. Biomed. Eng., 2019
A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images.
J. Digit. Imaging, 2019
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms.
Comput. Methods Programs Biomed., 2019
Appl. Math. Comput., 2019
Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction.
IEEE Access, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A CAD System for the Early Prediction of Hypertension based on Changes in Cerebral Vasculature.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A Local/Regional Based CAD System for Early Diagnosis of Alzheimer's Disease Using sMRI Scans.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
2018
Medical Biol. Eng. Comput., 2018
Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers.
J. Medical Syst., 2018
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Computer-Aided Diagnosis of Prostate Cancer on Diffusion Weighted Imaging: A Technical Review.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
A New Fast Framework for Early Detection of Prostate Cancer Without Prostate Segmentation.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
A Novel MRA-Based Framework For Detecting Correlation Between Cerebrovascular Changes and Mean Arterial Pressure.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Athlete-Customized Injury Prediction using Training Load Statistical Records and Machine Learning.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
A Sensorless non-linear Control algorithm for Continuous Flow Right Ventricular Assist Devices.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Gold Nanoparticles Conjugate Cancer-Targeting Aptamer and Gadolinium Chelate for MR Cancer Imaging.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Adaptive Window for Automatic Classification- Based Segmentation of Multimodal Brain Tumor.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
A Significant Regional-based Diagnosis System for Early Detection of Alzheimer's Disease Using sMRI Scans.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
An integrated framework for automatic clinical assessment of diabetic retinopathy grade using spectral domain OCT images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Significant Region-Based Framework for Early Diagnosis of Alzheimer's Disease Using <sup>11</sup>C PiB-PET Scans.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Tissues Classification for Pressure Ulcer Images Based on 3D Convolutional Neural Network.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
2017
Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling.
IEEE Trans. Medical Imaging, 2017
Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm.
Comput. Methods Programs Biomed., 2017
Comput. Math. Methods Medicine, 2017
Comput. Math. Methods Medicine, 2017
Comput. Biol. Medicine, 2017
Comput. Biol. Medicine, 2017
Automatic blood vessels segmentation based on different retinal maps from OCTA scans.
Comput. Biol. Medicine, 2017
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm.
Comput. Biol. Medicine, 2017
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Automatic 3-D muscle and fat segmentation of thigh magnetic resonance images in individuals with spinal cord injury.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A new deep-learning approach for early detection of shape variations in autism using structural mri.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A novel CAD system for local and global early diagnosis of Alzheimer's disease based on PIB-PET scans.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models.
IEEE J. Biomed. Health Informatics, 2016
IEEE Trans. Biomed. Eng., 2016
Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network.
CoRR, 2016
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach.
Comput. Methods Programs Biomed., 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Detection of white matter abnormalities in MR brain images for diagnosis of autism in children.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
A random forest-based framework for 3D kidney segmentation from dynamic contrast-enhanced CT images.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
A novel automatic segmentation of healthy and diseased retinal layers from OCT scans.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans.
Comput. Intell. Neurosci., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Segmentation of infant brain MR images based on adaptive shape prior and higher-order MGRF.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Automatic segmentation of pathological lung using incremental nonnegative matrix factorization.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
IEEE J. Biomed. Health Informatics, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
An integrated geometrical and stochastic approach for accurate infant brain extraction.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Dynamic Contrast-Enhanced MRI-Based Early Detection of Acute Renal Transplant Rejection.
IEEE Trans. Medical Imaging, 2013
Pattern Recognit. Lett., 2013
Int. J. Biomed. Imaging, 2013
Int. J. Biomed. Imaging, 2013
Segmentation of lung region based on using parallel implementation of joint MGRF: Validation on 3D realistic lung phantoms.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
A new shape-based framework for the left ventricle wall segmentation from cardiac first-pass perfusion mri.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
IEEE Trans. Inf. Technol. Biomed., 2012
IEEE Trans. Biomed. Eng., 2012
A Novel Approach for Global Lung Registration Using 3D Markov-Gibbs Appearance Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012
Improving full-cardiac cycle strain estimation from tagged CMR by accurate modeling of 3D image appearance characteristics.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A new nonrigid registration framework for improved visualization of transmural perfusion gradients on cardiac first-pass perfusion MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Early assessment of malignant lung nodules based on the spatial analysis of detected lung nodules.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Accurate modeling of tagged CMR 3D image appearance characteristics to improve cardiac cycle strain estimation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
A new nonrigid registration approach for motion correction of cardiac first-pass perfusion MRI.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Modified Akaike information criterion for estimating the number of components in a probability mixture model.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
A novel Gaussian Scale Space-based joint MGRF framework for precise lung segmentation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Pattern Recognit. Lett., 2011
J. Medical Syst., 2011
3D Kidney Segmentation from CT Images Using a Level Set Approach Guided by a Novel Stochastic Speed Function.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Automatic analysis of left ventricle wall thickness using short-axis cine CMR images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
A new 3D automatic segmentation framework for accurate segmentation of prostate from DCE-MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
A new framework for automated identification of pathological tissues in contrast enhanced cardiac magnetic resonance images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A new deformable model-based segmentation approach for accurate extraction of the kidney from abdominal CT images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A novel approach for accurate estimation of left ventricle global indexes from short-axis cine MRI.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
3D automatic approach for precise segmentation of the prostate from Diffusion-Weighted Magnetic Resonance Imaging.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A new framework for automated segmentation of left ventricle wall from contrast enhanced cardiac magnetic resonance images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 2011 Developments in E-systems Engineering, 2011
2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Novel Stochastic Framework for Accurate Segmentation of Prostate in Dynamic Contrast Enhanced MRI.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010
A novel 3D segmentation approach for segmenting the prostate from dynamic contrast enhanced MRI using current appearance and learned shape prior.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010
Image-based detection of corpus callosum variability for more accurate discrimination between dyslexic and normal brains.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Deformable model guided by stochastic speed with application in cine images segmentation.
Proceedings of the International Conference on Image Processing, 2010
Image-based detection of Corpus Callosum variability for more accurate discrimination between autistic and normal brains.
Proceedings of the International Conference on Image Processing, 2010
A new validation approach for the growth rate measurement using elastic phantoms generated by state-of-the-art microfluidics technology.
Proceedings of the International Conference on Image Processing, 2010
Cerebral white matter segmentation from MRI using probabilistic graph cuts and geometric shape priors.
Proceedings of the International Conference on Image Processing, 2010
2009
Pattern Recognit., 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Assessment of exercise-induced immune cell apoptosis using morphological image processing.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
2008
Int. J. Comput. Assist. Radiol. Surg., 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
A novel approach for global registration of medical images based on learning the prior appearance model.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
A new approach for automatic analysis of 3D low dose CT images for accurate monitoring the detected lung nodules.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
A novel image analysis approach for accurate identification of acute renal rejection.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Image segmentation with a parametric deformable model using shape and appearance priors.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
A Framework for Unsupervised Segmentation of Lung Tissues from Low Dose Computed Tomography Images.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008
2007
New Motion Correction Models for Automatic Identification of Renal Transplant Rejection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Classification Techniques for Autistic vs. Typically Developing Brain Using MRI Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
EM Based Approximation of Empirical Distributions with Linear Combinations of Discrete Gaussians.
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the British Machine Vision Conference 2007, 2007
2006
Proceedings of the Structural, 2006
Appearance Models for Robust Segmentation of Pulmonary Nodules in 3D LDCT Chest Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
A framework for the detection of acute renal rejection with dynamic contrast enhanced magnetic resonance imaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
New Deformable Registration Technique Using Scale Space and Curve Evolution Theory and A Finite Element Based Validation Framework.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
IEEE Trans. Geosci. Remote. Sens., 2005
Iterative Approximation of Empirical Grey-Level Distributions for Precise Segmentation of Multimodal Images.
EURASIP J. Adv. Signal Process., 2005
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
Quantitative Nodule Detection in Low Dose Chest CT Scans: New Template Modeling and Evaluation for CAD System Design.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Automatic Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Unsupervised Segmentation of Multi-Modal Images by a Precise Approximation of Individual Modes with Linear Combinations of Discrete Gaussians.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005
2004
Automatic Detection and Recognition of Lung Abnormalities in Helical CT Images Using Deformable Templates.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Advanced Support Vector Machines for Image Modeling Using Gibbs-Markov Random Field.
Proceedings of the International Conference on Computational Intelligence, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Detection and recognition of lung nodules in spiral ct images using deformable templates and bayesian post-classification.
Proceedings of the 2004 International Conference on Image Processing, 2004
Density estimation using modified expectation-maximization algorithm for a linear combination of gaussians.
Proceedings of the 2004 International Conference on Image Processing, 2004
Precise Image Segmentation by Iterative EM-Based Approximation of Empirical Grey Level Distributions with Linear Combinations of Gaussians.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004
Real-time vision-based approach for probe tracking in operating room.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
A unified approach for detection, visualization, and identification of lung abnormalities in chest spiral CT scans.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2000
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000