Ayman El-Baz
Chairperson & Professor
Ayman El-Baz, Ph.D., Associate Professor in the Department of Bioengineering at the University of Louisville, KY. Dr. El-Baz has twelve years of hands-on experience in the fields of bioimaging modeling and computer-assisted diagnostic systems. He has developed new techniques for analyzing 3D medical images. His work has been reported at several prestigious international conferences (e.g., CVPR, ICCV, MICCAI, etc.) and in journals (e.g., IEEE TIP, IEEE TBME, IEEE TITB, Brain, etc.). His work related to novel image analysis techniques for lung cancer and autism diagnosis have earned him multiple awards, including: first place at the annual Research Louisville 2002, 2005, 2006, 2007, 2008, 2010, 2011 and 2012 meetings, and the "Best Paper Award in Medical Image Processing" from the prestigious ICGST International Conference on Graphics, Vision and Image Processing (GVIP-2005). Dr. El-Baz has authored or coauthored more than 300technical articles.
Education
- Ph.D. in Electrical and Computer Engineering, University of Louisville, 2006
- M.S. in Electrical Engineering, Mansoura University, 2000
- B.S. in Electrical Engineering, Mansoura University, 1997
Publications
Biomedical Image Segmentation Advances and Trends. - 2017
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Journal Articles
- Alkadi, R., Taher, F., El-Baz, A., S. & Werghi, N. (2018). A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images.. Journal of Digital Imaging, 1--15
- Asl, E., H., Ghazal, M., Mahmoud, A., Aslantas, A., Shalaby, A., Casanova, M., Barnes, G., Gimel'farb, G., Keynton, R., S., El-Baz, A., S. & Gimel’farb, G. (2018). Alzheimer’s disease diagnostics by a 3D deeply supervised adaptable convolutional network. Frontiers in bioscience (Landmark edition), 23, 584--596
- Dekhil, O., Hajjdiab, H., Ayinde, B., Shalaby, A., Switala, A., Elshamekh, A., Ghazal, M., Barnes, G. & El-Baz, A., S. (2018). Using Resting State Functional MRI To Build A Personalized Autism Diagnosis System. PLOS One Journal
- El-Gamal, F., E., Elmogy, M., M., Ghazal, M., Atwan, A., Casanova, M., F., Barnes, G., N., Keynton, R., S., El-Baz, A., S. & Khalil, A. (2018). A Novel Early Diagnosis System for Mild Cognitive Impairment Based on Local Region Analysis: A Pilot Study. Frontiers in human neuroscience, 11, 643
- El-Gamal, F., Elmogy, M., Ghazal, M., Atwan, A., Casanova, M., Barnes, G., El-Baz, A., S. & Hajjdiab, H. (2018). Medical imaging diagnosis of early Alzheimer's disease.. Frontiers in bioscience (Landmark edition), 23, 671--725
- ElTanboly, A., H., Palacio, A., Shalaby, A., M., Switala, A., E., Helmy, O., Schaal, S. & El-Baz, A., S. (2018). An automated approach for early detection of diabetic retinopathy using SD-OCT images.. Frontiers in bioscience (Elite edition), 10, 197--207
- Eladawi, N., Elmogy, M., Ghazal, M., Helmy, O., Aboelfetouh, A., Riad, A., Schaal, S. & El-Baz, A., S. (2018). Classification of retinal diseases based on oct images. Front Biosci Landm, 23, 247--264
- Eladawi, N., Elmogy, M., Khalifa, F., Ghazal, M., Ghazi, N., Aboelfetouh, A., Riad, A., Sandhu, H., Schaal, S. & El-Baz, A., S. (2018). Early diabetic retinopathy diagnosis based on local retinal blood vessels analysis in optical coherence tomography angiography (OCTA) images. Medical physics
- Eltanboly, A., Ghazal, M., Hajjdiab, H., Shalaby, A., Switala, A., Mahmoud, A., Sahoo, P., El-Azab, M. & El-Baz, A., S. (2018). Level sets-based image segmentation approach using statistical shape priors. Applied Mathematics and Computation, 340, 164--179
- Garcia Zapirain, B., Elmogy, M., El-Baz, A., S. & Elmaghraby, A., S. (2018). Classification of pressure ulcer tissues with 3D convolutional neural network. Medical & Biological Engineering & Computing, 1--14
- Maniruzzaman, M., Rahman, M., J., Al-MehediHasan, M., Suri, H., S., Abedin, M., M., El-Baz, A., S. & Suri, J., S. (2018). Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. Journal of medical systems, 42(5), 92
- Maniruzzaman, M., Suri, H., S., Kumar, N., Abedin, M., M., Rahman, M., J., El-Baz, A., S., Bhoot, M., Teji, J., S. & Suri, J., S. (2018). Risk factors of neonatal mortality and child mortality in Bangladesh. Journal of global health, 8(1)
- Ohja, K., Gozal, E., Fahnestock, M., Cai, L., Cai, J., Freedman, J., H., Switala, A., El-Baz, A., S. & Barnes, G., N. (2018). Neuroimmunologic and Neurotrophic Interactions in Autism Spectrum Disorders: Relationship to Neuroinflammation. Neuromolecular medicine, 1--13
- Reda, I., Khalil, A., Elmogy, M., Abou El-Fetouh, A., Shalaby, A., Abou El-Ghar, M., Elmaghraby, A., S., Ghazal, M. & El-Baz, A., S. (2018). Deep Learning Role in Early Diagnosis of Prostate Cancer. Technology in cancer research & treatment, 17, 1533034618775530
- Sandhu, H., S., El-Baz, A., S. & Seddon, J., M. (2018). Progress in Automated Deep Learning for Macular Degeneration. JAMA ophthalmology
- Sandhu, H., S., Eladawi, N., Elmogy, M., Keynton, R., S., Helmy, O., Schaal, S. & El-Baz, A., S. (2018). Automated diabetic retinopathy detection using optical coherence tomography angiography: a pilot study. British Journal of Ophthalmology, bjophthalmol--2017
- Sandhu, H., S., Eltanboly, A., Shalaby, A., Keynton, R., S., Schaal, S. & El-Baz, A., S. (2018). Automated Diagnosis and Grading of Diabetic Retinopathy Using Optical Coherence Tomography. Investigative ophthalmology & visual science, 59(7), 3155--3160
- Shaffie, A., Soliman, A., Fraiwan, L., Ghazal, M., Taher, F., Dunlap, N., Wang, B., van Berkel, V., Keynton, R., S., Elmaghraby, A., S. & El-Baz, A., S. (2018). A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules. Technology in Cancer Research & Treatment, 17, 1533033818798800
- Shehata, M., Khalifa, F., Soliman, A., Ghazal, M., Taher, F., El-Ghar, M., A., Dwyer, A., Gimel'farb, G., Keynton, R., S. & El-Baz, A., S. (2018). Computer-aided diagnostic system for early detection of acute renal transplant rejection using diffusion-weighted MRI. IEEE Transactions on Biomedical Engineering
- Shehata, M., Mahmoud, A., Soliman, A., Khalifa, F., Ghazal, M., El-Ghar, M., A., El-Melegy, M. & El-Baz, A., S. (2018). 3D kidney segmentation from abdominal diffusion MRI using an appearance-guided deformable boundary. PloS one, 13(7), e0200082
- Araki, T., Jain, P., Suri, H., Londhe, N., Ikeda, N., El-Baz, A., Shrivastava, V., Saba, L., Nicolaides, A., Shafique, S., Laird, J. & Gupta, A. (2017). Stroke Risk Stratification and Its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. Computers in Biology and Medicine, 80, 77-96
- Bhutiani, N., Kimbrough, C., Burton, N., Morscher, S., Egger, M., McMasters, K., El-Baz, A. & McNally, L. (2017). Detection of microspheres in vivo using Multispectral Optoacoustic Tomography. Biotechnic & Histochemistry, 1-6
- Eladawi, N., Elmogy, M., Helmy, O., Aboelfetouh, A., Riad, A., Sandhu, H., Schaal, S. & El-Baz, A., S. (2017). Automatic Blood Vessels Segmentation Based on Different Retinal Maps from OCTA Scans. Computers in Biology and Medicine
- Garcia-Zapirain, B., Shalaby, A., El-Baz, A., S. & Elmaghraby, A., S. (2017). Automated framework for accurate segmentation of pressure ulcer images. Computers in biology and medicine, 90, 137--145
- Khalifa, F., Soliman, A., Elmaghraby, A., S., Gimel'farb, G., El-Baz, A. & Gimel’farb, G. (2017). 3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models. Computational and Mathematical Methods in Medicine, Special issue: Machine Learning Applications in Medical Image Analysis (MLAA), 2017, 1-10
- Shalaby, A., Taher, F., El-Baz, M., Ghazal, M., Abou El-Ghar, M., Taqieldeen, A. & El-Baz, A., S. (2017). Probabilistic Modeling of Blood Vessels for Segmenting Magnetic Resonance Angiography Images. Medical Research Archives
- Soliman, A., Khalifa, F., Elnakib, A., Abou El-Ghar, M., Dunlap, N., Wang, B., Gimel'farb, G., Keynton, R. & El-Baz, A. (2017). Accurate Segmentation of Pathological Lungs using Adaptive Shape Guided by CT Images Appearance. IEEE Transactions of Medical Imaging, 36(1), 263-276
- Alansary, A., Ismail, M., Soliman, A., Khalifa, F., Nitzken, M., Elnakib, A., Casanova, M. & El-Baz, A. (2016). Infant Brain Extraction in T1-weighted MR Images using BET and Refinement using LCDG and MGRF Models. IEEE Journal of Biomedical and Health Informatics, 20(3), 925-935
- Alansary, A., Ismail, M., Soliman, A., Khalifa, F., Nitzken, M., Elnakib, A., Mostapha, M., Black, A., Stinebrunner, K., Casanova, M., F., Zurada, J., M. & El-Baz, A., S. (2016). Infant Brain Extraction in T1-weighted MR Images using BET and Refinement using LCDG and MGRF Models. IEEE Journal of Biomedical and Health Informatics, 20(3), 925-935
- Asl, E., H., Zurada, J., M., Gimmel'farb, G. & El-Baz, A., S. (2016). 3D Lung Segmentation Using Incremental Constrained Nonnegative Matrix Factorization. IEEE Transactions on Biomedical Engineering, 63(5), 952-963
- Banchhor, S., Araki, T., Londhe, N., Ikeda, N., Radeva, P., El-Baz, A., Saba, L., Nicolaides, A., Shafique, S., Laird, J. & Suri, J. (2016). Five Multiresolution-based Calcium Volume Measurement Techniques from Coronary IVUS Videos: A Comparative Approach. Computer Methods and Programs in Biomedicine, 134, 237-258
- Hosseini-Asl, E., Zurada, J., M., Gimel'farb, G., El-Baz, A., S. & Gimel’farb, G. (2016). 3-D Lung Segmentation Using Incremental Constrained Nonnegative Matrix Factorization. IEEE Transactions on Biomedical Engineering, 63(5), 952-963
- Ismail, M., M., Keynton, R., S., Mostapha, M., M., ElTanboly, A., H., Casanova, M., F., Gimel'farb, G., L. & El-Baz, A. (2016). Studying Autism Spectrum Disorder with Structural and Diffusion Magnetic Resonance Imaging: A Survey. Frontiers in Human Neuroscience, 10, 211
- Nitzken, M., Beache, G., Gimel'farb, G., El-Baz, A., Ismail, M. & Gimel’farb, G. (2016). Improving Full-Cardiac Cycle Strain Estimation from Tagged CMR by Accurate Modeling of 3D Image Appearance Characteristics. The Egyptian Journal of Radiology and Nuclear Medicine, 47(1), 83-94
- Schaal, S., ElTanboly, A., Ismail, M., Switala, A., Shalaby, A., Hadayer, A., Abdelmegid, O. & El-Baz, A. (2016). A Novel Automated Method for the Objective Quantification of Retinal Layers Reveals Sequential Changes That Occur in the Normal Retina with Age. Frontiers in Nanoscience and Nanotechnolog, 2(5), 184-189
- Sokhadze, E., Casanova, M., El-Baz, A., Farag, H., Li, X. & Wang, Y. (2016). TMS-Based Neuromodulation of Evoked and Induced Gamma Oscillations and Event-Related Potentials in Children with Autism. Neuroregulation, 3(3), 101-126
- Sokhadze, E., Tasman, A., Sokhadze, G., El-Baz, A. & Casanova, M. (2016). Behavioral, Cognitive, and Motor Preparation Deficits in a Visual Cued Spatial Attention Task in Autism Spectrum Disorder. Applied Psychophysiology and Biofeedback, 41(1), 81-92
- Wang, Y., Sokhadze, E., M., El-Baz, A., S., Li, X., L., Sears, L., Casanova, M., F. & Tasman, A. (2016). Relative Power of Specific EEG Bands and Their Ratios during Neurofeedback Training in Children with Autism Spectrum Disorder. Frontiers in Human Neuroscience, 9, 723
- Elnakib, A., Beache, G., Gimel'farb, G., El-Baz, A., S. & Gimel’farb, G. (2015). Intramyocardial Strain Estimation from Cardiac Cine MRI. International Journal of Computer Assisted Radiology and Surgery (IJCARS), 10(8), 1299-1312
- Vincken, K., Kuijf, H., Breeuwer, M., Bouvy, W., de Bresser, J., Alansary, A., de Bruijne, M., Carass, A., El-Baz, A., Jog, A., Katyal, R., Khan, A., van der Lijn, F., Mahmood, Q., Mukherjee, R., van Opbroek, A., Paneri, S., Persson, M., Rajchl, M., Sarikaya, D., Smedby, ., Silva, C., Vrooman, H., Vyas, S., Wang, C., Zhao, L., Jan Biessels, G. & Viergever, M. (2015). MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. Computational Intelligence and Neuroscience, 2015
- Wang, Y., Sokhadze, E., El-Baz, A., Li, X., Sears, L., Casanova, M. & Tasman, A. (2015). Relative Power of Specific EEG Bandsand Their Ratiosduring Neurofeedback Trainingin Children with Autism Spectrum Disorder. Frontiers in Human Neurosciences
- nguyen, M., tinney, J., ye, F., elnakib, A., yuan, F., El-Baz, A., S., Sethu, P., Keller, B. & Giridharan, G., A. (2015). Effects of physiologic mechanical stimulation on embryonic chick cardiomyocytes using a microfluidic cardiac cell culture model. Analytical Chemistry, 87(4), 2107-2113
- Casanova, M., Hensley, M., Sokhadze, E., El-Baz, A., S., Wang, Y., Li, X. & Sears, L. (2014). Effects of Weekly Low-Frequency rTMS on Autonomic Measures in Children with Autism Spectrum Disorder. Frontiers in Human Neuroscience, 8, 851
- Dey, N., Ikeda, N., Araki, T., Bose, S., Shafique, S., El-Baz, A., S., Godia, E., Saba, L. & Suri, J. (2014). Automated and Accurate Carotid Bulb Detection, Its Verification and Validation in Low Quality Frozen Frames and Motion Video. International Angiology, 33(6), 573-589
- Dombroski, B., Nitzken, M., Elnakib, A., Khalifa, F., El-Baz, A., S. & Casanova, M. (2014). Cortical Surface Complexity in a Population-Based Normative Sample. Translational Neuroscience, 5(1), 17-24
- E. Sokhadze, E., El-Baz, A., S., Tasman, A., Sears, L., Wang, Y., Lamina, E. & Casanova, M. (2014). Neuromodulation Integrating rTMS and Neurofeedback for the Treatment of Autism Spectrum Disorder. Applied Psychophysiology and Biofeedback, 39(3-4), 237-257
- Elnakib, A., Soliman, A., Nitzken, M., Casanova, M., Gimel'farb, G. & El-Baz, A., S. (2014). Magnetic Resonance Imaging Findings for Dyslexia: A Review. Journal of Biomedical Nanotechnology, 10, 2778-2805
- Khalifa, F., Beache, G., Gimel'farb, G. & El-Baz, A., S. (2014). Fully automated framework for the analysis of myocardial first-pass perfusion MR images. Medical Physics, 41(10), 1-32
- Khalifa, F., Soliman, A., Abou El-Ghar, M., Gimel'farb, G., Ouseph, R., Dwyer, A., El-Diasty, T. & El-Baz, A., S. (2014). Models and Methods for Analyzing DCE MRI: A Review. Medical Physics, 41(12), 124301/32
- McClure, P., Elnakib, A., Abou El-Ghar, M., Khalifa, F., Soliman, A., El-Diasty, T., Suri, J., Elmaghraby, A., S. & El-Baz, A., S. (2014). In-vitro and In-vivo Diagnostic Techniques for Prostate Cancer: A Review. Journal of Biomedical Nanotechnology, 10, 2747-2777
- McClure, P., Khalifa, F., Soliman, A., Abou El-Ghar, M., Gimelfarb, G., Elmaghraby, A., S. & El-Baz, A., S. (2014). A Novel NMF Guided Level-Set for DWI Prostate Segmentation. Journal of Computer Science & System Biology, 7(6), 209–216
- Nitzken, M., Casanova, M., Gimel'farb, G., Inanc, T., Zurada, J., M., El-Baz, A., S. & Gimel’farb, G. (2014). Shape Analysis of Human Brain: A Brief Survey. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 18(4), 1337-1354
- Sliman, H., Elnakib, A., Beache, G., Elmaghraby, A., S. & El-Baz, A., S. (2014). Assessment of Myocardial Function from Cine Cardiac MRI using A Novel 4D Tracking Approach. Journal of Computer Science & System Biology, 7(5), 169-173
- Sokhadze, E., El-Baz, A., S., Sears, L., Opris, L. & Casanova, M. (2014). rTMS neuromodulation improves electrocortical functional measures of information processing and behavioral responses in autism. Frontiers in Systems Neuroscience, 8, 134
- Wang, Y., Sokhadze, E., El-Baz, A., S., Sears, L., Tasman, A. & Casanova, M. (2014). Prefrontal Neurofeedback Training Approaches in Autism. NeuroRegulation, 1(3-4), 275-277
- Nguyen, M., D., Tinney, J., P., Yuan, F., Roussel, T., J., El-Baz, A., S., Giridharan, G., A., Keller, B., B. & Sethu, P. (2013). Cardiac cell culture model as a left ventricle mimic for cardiac tissue generation.. Analytical chemistry, 85(18), 8773-9
- Alansary, A., Soliman, A., Khalifa, F., Elnakib, A., Mostapha, M., Nitzken, M., Casanova, M. & El-Baz, A., S. (2013). MAP–Based Framework for Segmentation of MR Brain Images Based on Visual Appearance and Prior Shape. MIDAS Journal, 1, 1-13
- Bajaj, N., Nitzken, M., Aslan, S., Gimel'farb, G., El-Baz, A., S. & Ovechkin, A. (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, 6, 1-13
- Casanova, M., El-Baz, A., S., Kamat, S., Dombroski, B., Khalifa, F., Elnakib, A., Soliman, A., Allison-McNutt, A. & Switala, A. (2013). Focal cortical Dysplasias in Autism Spectrum Disorders. Acta Neuropathologica Communications, 1(67), 1-11
- El-Baz, A., S., Beache, G., M., Gimel'farb, G., Suzuki, K. & Okada, K. (2013). Lung Imaging Data Analysis. International Journal of Biomedical Imaging, 2013, 1-2
- El-Baz, A., S., Beache, G., M., Gimel'farb,, G., Suzuki, K., Okada, K., Elnakib, A., Soliman, A. & Abdollahi, B. (2013). Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies. International Journal of Biomedical Imaging, 2013, 1-46
- El-Baz, A., S., Elnakib, A., Abou El-Ghar, M., Gimel'farb, G., Falk, R. & Farag, A. (2013). Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans. International Journal of Biomedical Imaging, 2013, 1-11
- Elmaghraby, A., S., El-Baz, A., S., Firjani, A., Elnakib, A., Khalifa, F., Gimel'farb, G., Abou El-Ghar, M. & Gimel’farb, G. (2013). A diffusion-weighted imaging based diagnostic system for early detection of prostate cancer. Journal of Biomedical Science and Engineering, 6, 346-356
- Firjani, A., Elnakib, A., Khalifa, F., Gimel'farb, G., Abou El- Ghar, M., Elmaghraby, A. & El-Baz, A., S. (2013). A Diffusion-Weighted Imaging Based Diagnostic System for Early Detection of Prostate Cancer. Journal of Biomedical Science and Engineering, 6(3), 346-356
- Hillard, B., El-Baz, A., S., Sears, L., Tasman, A. & Sokhadze, E. (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 Electroencephalography and Neuroscience, 44(3), 193-202
- Hillard, B., El-Baz, A., Sears, L., Tasman, A. & Sokhadze, E. (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, 44(3), 193-202
- Khalifa, F., Abou El-Ghar, M., Abdollahi, B., Frieboes, H., B., El-Diasty, T. & El-Baz, A., S. (2013). A Comprehensive Non-Invasive Framework for Automated Evaluation of Acute Renal Transplant Rejection Using DCE-MRI. NMR in Biomedicine, 26(11), 1460-1470
- Khalifa, F., Beache, G., M., Abou El-Ghar, M., El-Diasty, T., Gimel'farb, G., Kong, M., El-Baz, A., S., Beache, G. & El-Baz, A. (2013). Dynamic Contrast-Enhanced MRI-Based Early Detection of Acute Renal Transplant Rejection. IEEE TRANSACTIONS ON MEDICAL IMAGING, 32(10), 1910-1927
- Nguyen, M., Tinney, J., B., Yuan, F., Roussel, T., El-Baz, A., S., Giridharan, G., A. & Sethu, P. (2013). Cardiac Cell Culture Model As a Left Ventricle Mimic for Cardiac Tissue Generation. Analytical chemistry, 85(18), 8773-8779
- Nguyen, M., Tinney, J., Yuan, F., Roussel, T., El-Baz, A., S., Giridharan, G., Keller, B. & Sethu, P. (2013). Cardiac Cell Culture Model As a Left Ventricle Mimic for Cardiac Tissue Generation. Analytical Chemistry, 85(18), 8773-8779
- Pareek, G., Acharya, U., Sree, S., Swapna, G., Yantri, R., Martis, R., Saba, L., Krishnamurthi, G., Mallarini, G., El-Baz, A., Al Ekish, S., . & Beland, M. (2013). Prostate Tissue Characterization/Classification in 144 Patient Population Using Wavelet and Higher Order Spectra Features from Transrectal Ultrasound Images. TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 12(6), 545-557
- Pareek, G., Acharya, U., Sree, S., Swapna, G., Yantri, R., Martis, R., Saba, L., Krishnamurthi, G., Mallarini, G., El-Baz, A., S., Al Ekish, S., Beland, M. & Suri, J. (2013). Prostate Tissue Characterization/Classification in 144 Patient Population Using Wavelet and Higher Order Spectra features from Transrectal Ultrasound Images. Technology in Cancer Research & Treatment, 12(6), 545-557
- Rudra, A., Chowdhury, A., Elnakib, A., Khalifa, F., Soliman, A., Beache, G. & El-Baz, A. (2013). Kidney segmentation using graph cuts and pixel connectivity. PATTERN RECOGNITION LETTERS, 34(13), 1470-1475
- Rudra, A., Chowdhury, A., Elnakib, A., Khalifa, F., Soliman, A., Beache, G., M. & El-Baz, A., S. (2013). Kidney Segmentation using Graph Cuts and Pixel Connectivity. Pattern Recognition Letters, 34(13), 1470–1475
- Sliman, H., Khalifa, F., Elnakib, A., Soliman, A., Beache, G., Elmaghraby, A., Gimel'farb, G. & El-Baz, A., S. (2013). Myocardial Borders Segmentation from Cine MR Images using Bi-Directional Coupled Parametric Deformable Models. Medical Physics, 40(9), 1-13
- Sliman, H., Khalifa, F., Elnakib, A., Soliman, A., El-Baz, A., Beache, G., Elmaghraby, A. & Gimel'farb, G. (2013). Myocardial borders segmentation from cine MR images using bidirectional coupled parametric deformable models. MEDICAL PHYSICS, 40(9)
- Sokhadze, E., Hillard, B., El-Baz, A., S., Tasman, A. & Sears, L. (2013). Electroencephalographic biofeedback improves focused attention in attention deficit/hyperactivity disorder. Bulletin of Siberian Medicine
- Casanova, M., F., Baruth, J., M., El-Baz, A., Tasman, A., Sears, L. & Sokhadze, E. (2012). Repetitive Transcranial Magnetic Stimulation (RtMs) Modulates Event-Related Potential (ERP) Indices of Attention in Autism. Translational Neuroscience, 3(2), 170-180
- Clemans, Z., A., El-Baz, A., S., Hollifield, M. & Sokhadze, E., M. (2012). Single Trial Time-frequency Domain Analysis of Error Processing in Post-traumatic Stress Disorder. Neuroscience Letters, 525(2), 105-110
- Clemans, Z., El-Baz, A., S. & Sokhadze, T. (2012). A Novel Method of Analyzing Error Processing in PTSD. NeuroConnections, 13-14
- El-Baz, A., Elnakib, A., Khalifa, F., Abou El-Ghar, M., McCclure, P., Soliman, A. & Gimel'farb, G. (2012). Precise Segmentation of 3-D magnetic Resonance Angiography. IEEE Transactions on Biomedical Engineering, 59(7), 2019-2029
- Elnakib, A., Beache, G., M., Gimel'farb, G. & El-Baz, A. (2012). New Automated Markov-Gibbs Random Field Based Framework for Myocardial Wall Viability Quantification on Agent Enhanced Cardiac Magnetic Resonance Images. International Journal of Cardiovascular Imaging, 28(7), 1683-1698
- Elnakib, A., Casanova, M., F., Gimelrfarb, G., Switala, A., E. & El-Baz, A. (2012). Dyslexia Diagnostics by 3-D Shape Analysis of the Corpus Callosum. IEEE Transactions on Information Technology in Biomedicine, 16(4), 700-708
- Gross, E., El-Baz, A., S., Sokhadze, G., E., Sears, L., Casanova, M., F. & Sokhadze, E., M. (2012). Induced EEG Gamma Oscillation Alignment Improves Differentiation Between Autism and ADHD Group Responses in a Facial Categorization Task. Journal of Neurotherapy, 16(2), 78-91
- Khalifa, F., Beache, G., M., Gimelrfarb, G., Giridharan, G., A. & El-Baz, A. (2012). Accurate automatic analysis of cardiac cine images. IEEE Transactions on Biomedical Engineering, 59(2), 445-455
- Sokhadze, E., M., Baruth, J., M., Sears, L., Sokhadze, G., E., El-Baz, A., S. & Casanova, M., F. (2012). Prefrontal Neuromodulation using rTMS Improves Error Monitoring and Correction Function in Autism. Applied Psychophysiology and Biofeedback, 37(2), 91-102
- Sokhadze, E., M., Baruth, J., M., Sears, L., Sokhadze, G., E., El-Baz, A., S., Williams, E., Klapheke, R. & Casanova, M., F. (2012). Event-related Potential Study of Attention Regulation During Illusory Figure Categorization Task in ADHD, Autism Spectrum Disorder, and Typical Children. Journal of Neurotherapy, 16(1), 12-31
- Williams, E., L., El-Baz, A., Nitzken, M., Switala, A., E. & Casanova, M., F. (2012). Spherical Harmonic Analysis of Cortical Complexity in Autism and Dyslexia. Translational Neuroscience, 3(1), 36-40
Books
- El-Baz, A., S. & Suri, J. (2018). Cardiovascular Imaging and Image Analysis.
- El-Baz, A., S., Pareek, G. & Suri, J. (2018). Prostate Cancer Imaging: An Engineering and Clinical Perspective. : Taylor & Francis
- Casanova, M., El-Baz, A., S. & Suri, J. (2017). Autism Imaging and Devices.
- El-Baz, A., Gimel'farb, G. & Suri, J. (2016). Stochastic Modeling for Medical Image Analysis. : Taylor & Francis
- Khanal, A., Ullum, C., Kimbrough, C., Garbett, N., Burlison, J., McNally, M., Chuong, P., El-Baz, A., Jasinski, J. & McNally, L. (2015). Tumor Targeted Mesoporous Silica-Coated Gold Nanorods Facilitate Detection of Pancreatic Tumors Using Multispectral Optoacoustic Tomography. (p.3864-3877). : Springer
- El-Baz, A., S., Saba, L. & Suri, J., S. (2014). Abdomen and Thoracic Imaging - An Engineering & Clinical Perspective. New York: Springer-Verlag
- Casanova, M., F., El-Baz, A., S. & Suri, J., S. (2013). Imaging the Brain in Autism. (p.448). New York: Springer-Verlag
- El-Baz, A., S., Acharya, R., Laine, A. & Suri, J. (2011). Multi Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies: Volume 2. New York: Springer-Verlag
- El-Baz, A., S., Acharya, R., Mirmedhdi, M. & Suri, J. (2011). Multi Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies: Volume 1. New York: Springer-Verlag
- El-Baz, A., S. (2011). Lung Imaging and Computer Aided Diagnosis. (p.496). : Taylor & Francis
More about Ayman El-Baz
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- Patrick McClure received Barry M. Goldwater Scholarship and Excellence in Education Foundation, 2012, 2012, M. Goldwater Scholarship and Excellence in Education Foundation
- Expo 2012, paper by Patrick McClure won first place award (Undergraduate Category)., 2012, Speed School
- Expo 2012, paper by Matthew Nitzken won first place award (Graduate Category)., 2012, Speed School
- The Provost's Award for Exemplary Advising Award Nominee, 2012, University of Louisville
- Louisville Chapter of the Society for Neuroscience, 2012 paper by Brynn Dombroski won second place award, April, 2012., 2012, Louisville Chapter of the Society for Neuroscience
- Fahmi Khalifa was the recipient of ECE Outstanding Graduate Student Award, 2012., 2012, Speed School
- Eric Gross was the recipient of Lewis S. Streng Award, 2012., 2012, Speed School
- Ahmed Elnakib was the recipient of ECE Outstanding Graduate Student Award, 2012., 2012, Speed school
- Research Louisville, 2012 paper by Anita Allison-McNutt won second place award in the Engineering collaboration category, 2012, University of Louisville
- Patent, 2012, University of Louisville
- First place winner annual Research Louisville, 2012 in Innovation in Biotechnology (For his research in early diagnosis of lung cancer)., 2012, University of Louisville
- Citation Paper Award, 2012, International Society for Neurofeedback & research
- 2011-2012 "Top 4" Faculty Favorite, 2012, University of Louisville - Delphi Center for Teaching & Learning
- Research Louisville, 2015, University of Louisville
- Page Morton Hunter Distinguished Seminar award, 2016, Clemson University
- First place in OVALS conference for our research in developing a new technology for early diagnosis of autism, 2012, OVALS
- Recipient of the Provost's Award for Exemplary Advising Award, 2012-2013., 2013, University of Louisville
- Speed School nominee for Outstanding Scholarship in Basic and Applied Sciences, 2013, University of Louisville
- Patrick McClure received the Jerry and Pat Strugeon Academic Excellence Award, 2013, Speed School
- Matthew Nitzken was the recipient of the Electrical Engineering Outstanding Graduate Student Award, 2013, Speed School
- Matthew Nitzken was the recipient of a Novel Research Innovation Award, 2013, University of Louisville
- Fahmi Khalifa was the recipient of the Theobald Scholarship Award, 2013, Speed School
- Ahmed Elnakib was the recipient of the Theobald Scholarship Award, 2013, Speed School
- Ahmad Firjani was the recipient of Arthur M. Riehl Award, 2013, Speed School
- MICCAI MRBrainS13 Grand Challenge Winner, 2013, MICCAI
- Researchers recognized for work that can lead to commercialization, 2013, University of Louisville
- Research of Louisville, 2013, University of Louisville
- Hisham Sliman won the first place Student Engineering Collaboration Award in Research ! Louisville, 2013, University of Louisville
- Hisham Soliman was the recipient of the Best paper runner-up in the International Symposium on Computational Models for Life Science (CMLS'13), 2013, International Symposium on Computational Models for Life Science (CMLS'13)
- Ahemd Elnakib received the John M. Houchens Prize, 2013, University of Louisville
- Ahemd Elnakib received the Graduate Dean's Citation, 2013, University of Louisville
- Faculty Favorite, 2014, University of Louisville
- Patrick McClure received Cambridge International Scholarship (a three-year scholarship to study at the University of Cambridge, England, valued at more than $230,000), Spring 2014., 2014, University of Cambridge
- Matthew Nitzken was the recipient of the Theobald Scholarship Award in recognition of valuable contributions to Department of Electrical and Computer Engineering J.B. Speed School of Engineering University of Louisville April, 2014., 2014, University of Louisville
- Matthew Nitzken was the recipient of ECE Outstanding Graduate Student Award, 2014., 2014, Speed School
- Mahmoud Mostapha was the recipient of the Theobald Scholarship Award in recognition of valuable contributions to Department of Electrical and Computer Engineering J.B. Speed School of Engineering University of Louisville April, 2014., 2014, Speed School
- Amir Alansary was the recipient of the Theobald Scholarship Award in recognition of valuable contributions to Department of Electrical and Computer Engineering J.B. Speed School of Engineering University of Louisville April, 2014., 2014, University of Louisville
- Ahmed Soliman was the recipient of the Theobald Scholarship Award in recognition of valuable contributions to Department of Electrical and Computer Engineering J.B. Speed School of Engineering University of Louisville April, 2014., 2014, Speed School
- Ahmed Soliman was the recipient of ECE Outstanding Graduate Student Award, 2014., 2014, Speed School
- 5.Fahmi Khalifa was the recipient of ECE Outstanding Graduate Student Award, 2014., 2014, Speed School
- Marie Hensley won $1500 Dollar Research Grant from Autism Research Institute, 2014., 2014, Autism Research Institute
- Mahmoud Mostapha received University of Louisville Fellowship (a four-year scholarship to study at the University of Louisville, USA), Fall 2014., 2014, University of Louisville
- Fahmi Khalifa received the Graduate Dean's Citation award in recognition of his excellent achievement as a candidate for advanced degree in the University of Louisville, Spring 2014., 2014, University of Louisville
- Fahmi Khalifa received the John M. Houchens Prize in recognition of his excellent doctoral dissertation, Spring 2014., 2014, University of Louisville
- Researchers recognized for work that can lead to commercialization, September 2014., 2014,
- Research Louisville, 2014 paper by Matthew Nitzken won second place award in the Engineering Collaboration category., 2014, University of Louisville
- Fahmi Khalifa won the Second place Postdoctoral Fellow Award in Research ! Louisville, September 2014, 2014, University of Louisville
- The Louisville University's single nominee for The Blavatnik National Awards for Young Scientists, 2015., 2014, The Blavatnik
- 2014-2015 Faculty Favorite., 2015, University of Louisville
- Citation Paper Award from the Annual International Society for Biofeedback, 2015., 2015, International Society for Biofeedback
- Mohamed Shehata was the recipient of the Theobald Scholarship Award in recognition of valuable contributions to Department of Electrical and Computer Engineering J.B. Speed School of Engineering University of Louisville April, 2015., 2015, Speed School
- Marwa Ismail was the recipient of the Theobald Scholarship Award in recognition of valuable contributions to Department of Electrical and Computer Engineering J.B. Speed School of Engineering University of Louisville April, 2015., 2015, Speed School
- Marwa Ismail was the recipient of ECE Outstanding Graduate Student Award, 2015., 2015, Speed School
- Mahmoud Mostapha was the recipient of the ECE Alumni Award., 2015, Speed School
- The Louisville University's single nominee for The Blavatnik National Awards for Young Scientists, 2015., 2015, University of Louisville
- Matthew Nitzken received the Graduate Dean's Citation award in recognition of his excellent achievement as a candidate for advanced degree in the University of Louisville, Spring 2015., 2015, University of Louisville
- Researchers recognized for work that can lead to commercialization, September 2015, 2015, University of Louisville
- f IEEE Signal Processing Society (SPS) Travel Award, 2015, f IEEE Signal Processing Society (SPS)
- "Top 4" Faculty Favorite 2015-2016, 2016, University of Louisville
- Ahmed Soliman, the first place award in the Doctoral Engineering, 2016, Research Louisville!
- Marwa Ismail received the Graduate Dean's Citation, 2016, University of Louisville
- Ahmed Soliman received the Graduate Dean's Citation, 2016, University of Louisville
- ABET Program Evaluator, 2018, Accreditation Board for Engineering and Technology
- Faculty Favorites, 2018, University of Louisville
- AIMBE Fellow, 2018, The American Institute for Medical and Biological Engineering (AIMBE)
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2019
Spring
- BE 697 - MENG THESIS IN BIOENGR
- BE 640 - MEDICAL IMAGE ANALYSIS
- BE 500 - SPECIAL TOPICS IN BIOENG
- BE 500 - SPECIAL TOPICS IN BIOENG
- BE 601 - BE DOCTORAL SEMINAR
- BE 540 - MACHINE LEARNING IN MED
2018
Summer
- ECE 693 - INDEPENDENT STUDY IN ECE
- BE 697 - MENG THESIS IN BIOENGR
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 640 - MEDICAL IMAGE ANALYSIS
- BE 540 - MACHINE LEARNING IN MED
Fall
- CECS 641 - MEDICAL IMAGING SYSTEMS
- BE 697 - MENG THESIS IN BIOENGR
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 491 - ECON, ETHICS & FDA REGS
- BE 640 - MEDICAL IMAGE ANALYSIS
- BE 640 - MEDICAL IMAGE ANALYSIS
- BE 500 - SPECIAL TOPICS IN BIOENG
- BE 601 - BE DOCTORAL SEMINAR
Spring
- BE 697 - MENG THESIS IN BIOENGR
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 640 - MEDICAL IMAGE ANALYSIS
- BE 500 - SPECIAL TOPICS IN BIOENG
- BE 500 - SPECIAL TOPICS IN BIOENG
- BE 601 - BE DOCTORAL SEMINAR
2017
Spring
- CECS 693 - INDEP STUDY CECS
- BE 697 - MENG THESIS IN BIOENGR
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 601 - BE DOCTORAL SEMINAR
Summer
- BE 697 - MENG THESIS IN BIOENGR
Fall
- BE 697 - MENG THESIS IN BIOENGR
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 640 - MEDICAL IMAGE ANALYSIS
- BE 601 - BE DOCTORAL SEMINAR
2016
Fall
- CECS 693 - INDEP STUDY CECS
- CECS 641 - MEDICAL IMAGING SYSTEMS
- BE 697 - MENG THESIS IN BIOENGR
- BE 640 - MEDICAL IMAGE ANALYSIS
- BE 601 - BE DOCTORAL SEMINAR
Summer
- BE 697 - MENG THESIS IN BIOENGR
- BE 340 - COMP METHODOLOGIES IN BE
Spring
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 693 - INDEPENDENT STUDY IN BE
2015
Spring
- ECE 693 - INDEPENDENT STUDY IN ECE
- ECE 693 - INDEPENDENT STUDY IN ECE
- ECE 693 - INDEPENDENT STUDY IN ECE
- BE 420 - BIOSYSTEMS & SIGNALS
- BE 693 - INDEPENDENT STUDY IN BE
- BE 693 - INDEPENDENT STUDY IN BE
Summer
- ECE 693 - INDEPENDENT STUDY IN ECE
- BE 340 - COMP METHODOLOGIES IN BE
Fall
- CECS 641 - MEDICAL IMAGING SYSTEMS
- BE 640 - MEDICAL IMAGE ANALYSIS
2014
Spring
- BE 420 - BIOSYSTEMS & SIGNALS
Summer
- BE 340 - COMP METHODOLOGIES IN BE
Fall
- BE 640 - MEDICAL IMAGE ANALYSIS
2013
Summer
- ECE 693 - INDEPENDENT STUDY IN ECE
- ECE 693 - INDEPENDENT STUDY IN ECE
- ECE 693 - INDEPENDENT STUDY IN ECE
- CECS 693 - INDEP STUDY CECS
- BE 340 - COMP METHODOLOGIES IN BE
Fall
- ECE 693 - INDEPENDENT STUDY IN ECE
- ECE 693 - INDEPENDENT STUDY IN ECE
- BE 621 - BIOINSTRUMENTATION
- BE 640 - MEDICAL IMAGE ANALYSIS