Ayman El-Baz

Department of Bioengineering, University of Louisville

Research Area

Medicine

Biography

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JoVE Journal Publications

Article Total : 1	Year
Publication title	2020

Other Publications

Article	Year
Precise segmentation of multimodal images. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society\| PubMed ID: 16579381	2006
Automatic cerebrovascular segmentation by accurate probabilistic modeling of TOF-MRA images. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 16685826	2005
Quantitative nodule detection in low dose chest CT scans: new template modeling and evaluation for CAD system design. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 16685910	2005
2D and 3D shape based segmentation using deformable models. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 16686036	2005
A new CAD system for the evaluation of kidney diseases using DCE-MRI. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 17354803	2006
A novel approach for image alignment using a Markov-Gibbs appearance model. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 17354838	2006
A new adaptive probabilistic model of blood vessels for segmenting MRA images. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 17354846	2006
Appearance models for robust segmentation of pulmonary nodules in 3D LDCT chest images. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 17354947	2006
New motion correction models for automatic identification of renal transplant rejection. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 18044574	2007
Autism diagnostics by 3D texture analysis of cerebral white matter gyrifications. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 18044652	2007
Effects of low frequency repetitive transcranial magnetic stimulation (rTMS) on gamma frequency oscillations and event-related potentials during processing of illusory figures in autism. Journal of autism and developmental disorders\| PubMed ID: 19030976	2009
Reduced gyral window and corpus callosum size in autism: possible macroscopic correlates of a minicolumnopathy. Journal of autism and developmental disorders\| PubMed ID: 19148739	2009
Event-related potential study of novelty processing abnormalities in autism. Applied psychophysiology and biofeedback\| PubMed ID: 19199028	2009
Increased white matter gyral depth in dyslexia: implications for corticocortical connectivity. Journal of autism and developmental disorders\| PubMed ID: 19609661	2010
Minicolumnar width: Comparison between supragranular and infragranular layers. Journal of neuroscience methods\| PubMed ID: 19616026	2009
A topographic study of minicolumnar core width by lamina comparison between autistic subjects and controls: possible minicolumnar disruption due to an anatomical element in-common to multipl... Brain pathology (Zurich, Switzerland)\| PubMed ID: 19725830	2010
Attentional Bias to Drug- and Stress-Related Pictorial Cues in Cocaine Addiction Comorbid with PTSD. Journal of neurotherapy\| PubMed ID: 19890456	2008
Low-frequency repetitive transcranial magnetic stimulation (rTMS) affects event-related potential measures of novelty processing in autism. Applied psychophysiology and biofeedback\| PubMed ID: 19941058	2010
Robust medical images segmentation using learned shape and appearance models. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 20425998	2009
Toward early diagnosis of lung cancer. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 20426171	2009
A novel 3D joint Markov-Gibbs model for extracting blood vessels from PC-MRA images. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 20426202	2009
Impaired Error Monitoring and Correction Function in Autism. Journal of neurotherapy\| PubMed ID: 20523752	2010
Accurate automated detection of autism related corpus callosum abnormalities. Journal of medical systems\| PubMed ID: 20703686	2011
Non-invasive image-based approach for early detection of acute renal rejection. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 20879209	2010
Neurofeedback Effects on Evoked and Induced EEG Gamma Band Reactivity to Drug-related Cues in Cocaine Addiction. Journal of neurotherapy\| PubMed ID: 20976131	2010
Low-Frequency Repetitive Transcranial Magnetic Stimulation (rTMS) Modulates Evoked-Gamma Frequency Oscillations in Autism Spectrum Disorder (ASD). Journal of neurotherapy\| PubMed ID: 21116441	2010
Elastic phantoms generated by microfluidics technology: validation of an imaged-based approach for accurate measurement of the growth rate of lung nodules. Biotechnology journal\| PubMed ID: 21298804	2011
Quantitative analysis of the shape of the corpus callosum in patients with autism and comparison individuals. Autism : the international journal of research and practice\| PubMed ID: 21363871	2011
3D shape analysis for early diagnosis of malignant lung nodules. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 22003697	2011
3D kidney segmentation from CT images using a level set approach guided by a novel stochastic speed function. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 22003747	2011
Accurate automatic analysis of cardiac cine images. IEEE transactions on bio-medical engineering\| PubMed ID: 22057040	2012
New automated Markov-Gibbs random field based framework for myocardial wall viability quantification on agent enhanced cardiac magnetic resonance images. The international journal of cardiovascular imaging\| PubMed ID: 22160668	2012
Laws of conservation as related to brain growth, aging, and evolution: symmetry of the minicolumn. Frontiers in neuroanatomy\| PubMed ID: 22207838	2011
A multi-scale non-linear vessel enhancement technique. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference\| PubMed ID: 22255198	2011
Prefrontal neuromodulation using rTMS improves error monitoring and correction function in autism. Applied psychophysiology and biofeedback\| PubMed ID: 22311204	2012
Dyslexia diagnostics by 3-D shape analysis of the corpus callosum. IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society\| PubMed ID: 22334032	2012
Corpus Callosum Shape Analysis with Application to Dyslexia. Translational neuroscience\| PubMed ID: 22545196	2010
Gyral window mapping of typical cortical folding using MRI. Translational neuroscience\| PubMed ID: 22545197	2011
Spherical harmonic analysis of cortical complexity in autism and dyslexia. Translational neuroscience\| PubMed ID: 22545198	2012
Precise segmentation of 3-D magnetic resonance angiography. IEEE transactions on bio-medical engineering\| PubMed ID: 22547453	2012
INDUCED EEG GAMMA OSCILLATION ALIGNMENT IMPROVES DIFFERENTIATION BETWEEN AUTISM AND ADHD GROUP RESPONSES IN A FACIAL CATEGORIZATION TASK. Journal of neurotherapy\| PubMed ID: 22754277	2012
Single trial time-frequency domain analysis of error processing in post-traumatic stress disorder. Neuroscience letters\| PubMed ID: 22867957	2012
A novel approach for global lung registration using 3D Markov-Gibbs appearance model. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention\| PubMed ID: 23286039	2012
EVENT-RELATED POTENTIAL STUDY OF ATTENTION REGULATION DURING ILLUSORY FIGURE CATEGORIZATION TASK IN ADHD, AUTISM SPECTRUM DISORDER, AND TYPICAL CHILDREN. Journal of neurotherapy\| PubMed ID: 23329879	2012
Computer-aided diagnosis systems for lung cancer: challenges and methodologies. International journal of biomedical imaging\| PubMed ID: 23431282	2013
Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans. International journal of biomedical imaging\| PubMed ID: 23509444	2013
Lung imaging data analysis. International journal of biomedical imaging\| PubMed ID: 23533378	2013
A comprehensive non-invasive framework for automated evaluation of acute renal transplant rejection using DCE-MRI. NMR in biomedicine\| PubMed ID: 23775728	2013
Neurofeedback training aimed to improve focused attention and alertness in children with ADHD: a study of relative power of EEG rhythms using custom-made software application. Clinical EEG and neuroscience\| PubMed ID: 23820311	2013
Cardiac cell culture model as a left ventricle mimic for cardiac tissue generation. Analytical chemistry\| PubMed ID: 23952579	2013
Myocardial borders segmentation from cine MR images using bidirectional coupled parametric deformable models. Medical physics\| PubMed ID: 24007176	2013
Focal cortical dysplasias in autism spectrum disorders. Acta neuropathologica communications\| PubMed ID: 24252498	2013
Local Wavelet-Based Filtering of Electromyographic Signals to Eliminate the Electrocardiographic-Induced Artifacts in Patients with Spinal Cord Injury. Journal of biomedical science and engineering\| PubMed ID: 24307920	2013
Repetitive Transcranial Magnetic Stimulation (rTMS) Modulates Event-Related Potential (ERP) Indices of Attention in Autism. Translational neuroscience\| PubMed ID: 24683490	2012
rTMS neuromodulation improves electrocortical functional measures of information processing and behavioral responses in autism. Frontiers in systems neuroscience\| PubMed ID: 25147508	2014
Neuromodulation integrating rTMS and neurofeedback for the treatment of autism spectrum disorder: an exploratory study. Applied psychophysiology and biofeedback\| PubMed ID: 25267414	2014
Fully automated framework for the analysis of myocardial first-pass perfusion MR images. Medical physics\| PubMed ID: 25281975	2014
Effects of weekly low-frequency rTMS on autonomic measures in children with autism spectrum disorder. Frontiers in human neuroscience\| PubMed ID: 25374530	2014
Models and methods for analyzing DCE-MRI: a review. Medical physics\| PubMed ID: 25471985	2014
Effects of physiologic mechanical stimulation on embryonic chick cardiomyocytes using a microfluidic cardiac cell culture model. Analytical chemistry\| PubMed ID: 25539164	2015
Intramyocardial strain estimation from cardiac cine MRI. International journal of computer assisted radiology and surgery\| PubMed ID: 25542202	2015
Behavioral, Cognitive, and Motor Preparation Deficits in a Visual Cued Spatial Attention Task in Autism Spectrum Disorder. Applied psychophysiology and biofeedback\| PubMed ID: 26377686	2016
MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. Computational intelligence and neuroscience\| PubMed ID: 26759553	2015
Relative Power of Specific EEG Bands and Their Ratios during Neurofeedback Training in Children with Autism Spectrum Disorder. Frontiers in human neuroscience\| PubMed ID: 26834615	2015
Studying Autism Spectrum Disorder with Structural and Diffusion Magnetic Resonance Imaging: A Survey. Frontiers in human neuroscience\| PubMed ID: 27242476	2016
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. Computers in biology and medicine\| PubMed ID: 27915126	2017
A computer-aided diagnostic system for detecting diabetic retinopathy in optical coherence tomography images. Medical physics\| PubMed ID: 28035657	2017
A comprehensive non-invasive framework for diagnosing prostate cancer. Computers in biology and medicine\| PubMed ID: 28063376	2017
3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models. Computational and mathematical methods in medicine\| PubMed ID: 28280519	2017
Machine Learning Applications in Medical Image Analysis. Computational and mathematical methods in medicine\| PubMed ID: 28487745	2017
Automatic blood vessels segmentation based on different retinal maps from OCTA scans. Computers in biology and medicine\| PubMed ID: 28806613	2017
Classification of retinal diseases based on OCT Images. Frontiers in bioscience (Landmark edition)\| PubMed ID: 28930545	2018
Alzheimer's disease diagnostics by a 3D deeply supervised adaptable convolutional network. Frontiers in bioscience (Landmark edition)\| PubMed ID: 28930562	2018
Medical imaging diagnosis of early Alzheimer's disease. Frontiers in bioscience (Landmark edition)\| PubMed ID: 28930568	2018
An automated approach for early detection of diabetic retinopathy using SD-OCT images. Frontiers in bioscience (Elite edition)\| PubMed ID: 28930613	2018
Statistical analysis of ADCs and clinical biomarkers in detecting acute renal transplant rejection. The British journal of radiology\| PubMed ID: 28937266	2017
Automated framework for accurate segmentation of pressure ulcer images. Computers in biology and medicine\| PubMed ID: 28987989	2017
A novel approach for automatic visualization and activation detection of evoked potentials induced by epidural spinal cord stimulation in individuals with spinal cord injury. PloS one\| PubMed ID: 29020054	2017
Comparative approaches for classification of diabetes mellitus data: Machine learning paradigm. Computer methods and programs in biomedicine\| PubMed ID: 29054258	2017
A fast stochastic framework for automatic MR brain images segmentation. PloS one\| PubMed ID: 29136034	2017
Automated diabetic retinopathy detection using optical coherence tomography angiography: a pilot study. The British journal of ophthalmology\| PubMed ID: 29363532	2018
A Novel Early Diagnosis System for Mild Cognitive Impairment Based on Local Region Analysis: A Pilot Study. Frontiers in human neuroscience\| PubMed ID: 29375343	2017
Retracted: Early diabetic retinopathy diagnosis based on local retinal blood vessels analysis in optical coherence tomography angiography (OCTA) images. Medical physics\| PubMed ID: 29468699	2018
Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. Journal of medical systems\| PubMed ID: 29637403	2018
Neuroimmunologic and Neurotrophic Interactions in Autism Spectrum Disorders: Relationship to Neuroinflammation. Neuromolecular medicine\| PubMed ID: 29691724	2018
Risk factors of neonatal mortality and child mortality in Bangladesh. Journal of global health\| PubMed ID: 29740501	2018
Deep Learning Role in Early Diagnosis of Prostate Cancer. Technology in cancer research & treatment\| PubMed ID: 29804518	2018
Classification of pressure ulcer tissues with 3D convolutional neural network. Medical & biological engineering & computing\| PubMed ID: 29949023	2018
3D kidney segmentation from abdominal diffusion MRI using an appearance-guided deformable boundary. PloS one\| PubMed ID: 30005069	2018
Automated Diagnosis and Grading of Diabetic Retinopathy Using Optical Coherence Tomography. Investigative ophthalmology & visual science\| PubMed ID: 30029278	2018
Early diabetic retinopathy diagnosis based on local retinal blood vessel analysis in optical coherence tomography angiography (OCTA) images. Medical physics\| PubMed ID: 30144102	2018
Progress in Automated Deep Learning for Macular Degeneration. JAMA ophthalmology\| PubMed ID: 30242352	2018
A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules. Technology in cancer research & treatment\| PubMed ID: 30244648	2018
Using resting state functional MRI to build a personalized autism diagnosis system. PloS one\| PubMed ID: 30379950	2018
A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. Journal of digital imaging\| PubMed ID: 30506124	2019
Hemodynamic Stimulation Using the Biomimetic Cardiac Tissue Model (BCTM) Enhances Maturation of Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes. Cells, tissues, organs\| PubMed ID: 30840966	2018
A Novel CNN-Based CAD System for Early Assessment of Transplanted Kidney Dysfunction. Scientific reports\| PubMed ID: 30976081	2019
Targeted Gold Nanoparticle⁻Oligonucleotide Contrast Agents in Combination with a New Local Voxel-Wise MRI Analysis Algorithm for In Vitro Imaging of Triple-Negative Breast Cancer. Nanomaterials (Basel, Switzerland)\| PubMed ID: 31067749	2019
Novel stochastic framework for automatic segmentation of human thigh MRI volumes and its applications in spinal cord injured individuals. PloS one\| PubMed ID: 31071158	2019
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. Computer methods and programs in biomedicine\| PubMed ID: 31200905	2019
Automated framework for accurate segmentation of leaf images for plant health assessment. Environmental monitoring and assessment\| PubMed ID: 31297617	2019
Physiological Biomimetic Culture System for Pig and Human Heart Slices. Circulation research\| PubMed ID: 31310161	2019
A Personalized Autism Diagnosis CAD System Using a Fusion of Structural MRI and Resting-State Functional MRI Data. Frontiers in psychiatry\| PubMed ID: 31333507	2019
A Novel Framework for Early Detection of Hypertension using Magnetic Resonance Angiography. Scientific reports\| PubMed ID: 31366941	2019
Neurophysiological markers predicting recovery of standing in humans with chronic motor complete spinal cord injury. Scientific reports\| PubMed ID: 31597924	2019
A novel computer-aided diagnosis system for the early detection of hypertension based on cerebrovascular alterations. NeuroImage. Clinical\| PubMed ID: 31830715	2020
Automated diagnosis of diabetic retinopathy using clinical biomarkers, optical coherence tomography (OCT), and OCT angiography. American journal of ophthalmology\| PubMed ID: 31982407	2020
A Multimodal Computer-Aided Diagnostic System for Precise Identification of Renal Allograft Rejection: Preliminary Results. Medical physics\| PubMed ID: 32130734	2020