Adel Elmaghraby
Director of Industry Research & Innovation
Winnia Professor of Computer Science & Engineering
Winnia Professor of Computer Science & Engineering
Adel S. Elmaghraby, an IEEE Life Senior Member, is professor and former chairman of the Computer Engineering and Computer Science Department at the University of Louisville. He has also held appointments at Carnegie Mellon's Software Engineering Institute and the University of Wisconsin-Madison, and has advised over 60 master's graduates and 24 doctoral graduates. His research and publications span intelligent systems, neural networks, cyber-security, visualization and simulation. The IEEE-Computer Society has recognized his work with multiple awards including a Golden Core membership.
Education
- Ph.D. in Electrical Engineering, University of Wisconsin - Madison, 1982
- M.S. in Electrical Engineering, University of Wisconsin - Madison, 1978
- B.S. in Computer Science, Alexandria University, 1973
Publications
Kudo’s Classification for Colon Polyps Assessment Using a Deep Learning Approach- 2020
Journal Articles
- Aliradi, R., Belkhir, A., Ouamane, A. & Elmaghraby, A., S. (2018). DIEDA: discriminative information based on exponential discriminant analysis combined with local features representation for face and kinship verification. Multimedia Tools and Applications, 1--18
- 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
- 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
- Sierra-Sosa, D., Tebaldi, M., Grumel, E., Rabal, H. & Elmaghraby, A., S. (2018). Localized analysis of paint-coat drying using dynamic speckle interferometry. Optics and Lasers in Engineering, 106, 61--67
- 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
- Losavio, M., M. & Elmaghraby, A., S. (2017). Security and the Transnational Information Polity. Journal of Digital Forensics, Security and Law, 12(3), 67--76
- Zheng, Y., Blasch, E., P., Elmaghraby, A., S., Zheng, Y., F., Blasch, E. & Elmaghraby, A., S. (2016). Biologically Inspired Methods for Imaging, Cognition, Vision, and Intelligence. Computational Intelligence and Neuroscience, 2016, 2402067
- 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
- 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
- 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
- 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)
- Bardhi, O., Sierra-Sosa, D., Garcia-Zapirain, B. & Elmaghraby, A., S. (2019). A convolutional neural network algorithm for colon polyp detection. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 125, 7-7
- Blasch, E., P. & Elmaghraby, A., S. (2015). Biologically Inspired Methods for Imaging Cognition Vision and Intelligence. Biologically Inspired Methods for Imaging Cognition Vision and Intelligence, 154816
- Casanova, M., F., Konkachbaev, A., I., Switala, A., E. & Elmaghraby, A., S. (2008). Recursive trace line method for detecting myelinated bundles: a comparison study with pyramidal cell arrays. Journal of neuroscience methods, 168(2), 367-72
- Dekhil, O., Ali, M., El-Nakieb, Y., Shalaby, A., Soliman, A., Switala, A., Mahmoud, A., Ghazal, M., Hajjdiab, H., Casanova, M., F., Elmaghraby, A., Keynton, R., El-Baz, A. & Barnes, G. (2019). A Personalized Autism Diagnosis CAD System Using a Fusion of Structural MRI and Resting-State Functional MRI Data. Frontiers in psychiatry, 10, 392
- Elmaghraby, A., S. (2015). Visual Data Analytics for an Event City. Visual Data Analytics for an Event City, 6
- Garcia-Zapirain, B., Sierra-Sosa, D., Ortiz, D., Isaza-Monsalve, M. & Elmaghraby, A. (2018). Efficient use of mobile devices for quantification of pressure injury images. Technology and health care : official journal of the European Society for Engineering and Medicine, 26(S1), 269-280
- García-Zapirain, B., Elmogy, M., El-Baz, A. & Elmaghraby, A., S. (2018). Classification of pressure ulcer tissues with 3D convolutional neural network. Medical & biological engineering & computing, 56(12), 2245-2258
- Habas, P., A., Zurada, J., M., Elmaghraby, A., S. & Tourassi, G., D. (2006). Probabilistic framework for reliability analysis of information-theoretic CAD systems in mammography. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 1, 6113-6
- Kandil, H., Soliman, A., Ghazal, M., Mahmoud, A., Shalaby, A., Keynton, R., Elmaghraby, A., Giridharan, G. & El-Baz, A. (2019). A novel framework for early Detection of Hypertension using Magnetic Resonance Angiography. Scientific reports, 9(1), 1--12
- Kantardzic, M., M., Aly, A., A. & Elmaghraby, A., S. (1999). Visualization of neural-network gaps based on error analysis. IEEE transactions on neural networks, 10(2), 419-26
- Khalifa, F., Soliman, A., Elmaghraby, A., Gimel'farb, G. & El-Baz, A. (2017). 3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models. Computational and mathematical methods in medicine, 2017, 9818506
- Khalil, M., H., Azab, M., Elsayed, A., Sheta, W., Gabr, M. & Elmaghraby, A., S. (2019). MAINTAINING CLOUD PERFORMANCE UNDER DDOS ATTACKS. International Journal of Computer Networks & Communications (IJCNC), 11(6)
- McClure, P., Elnakib, A., Abou El-Ghar, M., Khalifa, F., Soliman, A., El-Diasty, T., Suri, J., S., Elmaghraby, A. & El-Baz, A. (2014). In-vitro and in-vivo diagnostic techniques for prostate cancer: a review. Journal of biomedical nanotechnology, 10(10), 2747-77
- Salinas Alvarez, C., Sierra-Sosa, D., Garcia-Zapirain, B., Yoder-Himes, D. & Elmaghraby, A. (2019). Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors. Sensors (Basel, Switzerland), 19(7)
- Shaffie, A., Soliman, A., Mahmoud, A., Ghazal, M., Hajjdiab, H., Keynton, R., Giridharan, G., Elmaghraby, A., Suri, J., S. & El-Baz, A. (2019). Lung Nodule Classification Based on the Integration of a Higher-Order Markov-Gibbs Random Field Appearance Model and Geometric Features. Lung Imaging and CADx, 203
- Shehata, M., Shalaby, A., Mahmoud, A., Ghazal, M., Hajjdiab, H., Badawy, M., A., El-Ghar, M., A., Bakr, A., M., Dwyer, A., C., Keynton, R. & others, . (2019). Towards Big Data in Acute Renal Rejection. Big Data in Multimodal Medical Imaging, 205--223
- Sierra-Sosa, D., Garcia-Zapirain, B., Castillo, C., Oleagordia, I., Nuno-Solinis, R., Urtaran-Laresgoiti, M. & Elmaghraby, A., S. (2019). Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs. IEEE Transactions on Industrial Informatics, 15(10), 5682-5689
- Sierra-Sosa, D., Garcia-Zapirain, B., Castillo, C., Oleagordia, I., Nu~no-Solinis, R., Urtaran-Laresgoiti, M. & Elmaghraby, A. (2019). Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs. IEEE Transactions on Industrial Informatics, 15(10), 5682--5689
- Sliman, H., Khalifa, F., Elnakib, A., Soliman, A., El-Baz, A., Beache, G., M., Elmaghraby, A. & Gimel'farb, G. (2013). Myocardial borders segmentation from cine MR images using bidirectional coupled parametric deformable models. Medical physics, 40(9), 092302
- Soliman, A., Khalifa, F., Shaffie, A., Mahmoud, A., Dunlap, N., Wang, B., Elmaghraby, A., Gimel’farb, G., Keynton, R., Ghazal, M. & others, . (2019). Early Assessment of Radiation-Induced Lung Injury. Lung Imaging and CADx, 349--370
- Sánchez-González, A., García-Zapirain, B., Sierra-Sosa, D. & Elmaghraby, A. (2018). Automatized colon polyp segmentation via contour region analysis. Computers in biology and medicine, 100, 152-164
- Zahia, S., Garcia Zapirain, M., B., Sevillano, X., González, A., Kim, P., J. & Elmaghraby, A. (2020). Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods. Artificial intelligence in medicine, 102, 101742
- Zahia, S., Sierra-Sosa, D., Garcia-Zapirain, B. & Elmaghraby, A. (2018). Tissue classification and segmentation of pressure injuries using convolutional neural networks. Computer methods and programs in biomedicine, 159, 51-58
Books
- Abdelwahab, O. & Elmaghraby, A., S. (2016). UofL at SemEval-2016 Task 4: Multi Domain word2vec for Twitter Sentiment Classification. (p.169-175). San Diego: Association for Computational Linguistics
More about Adel Elmaghraby
- Sevice Recognition, 2019, Association of Egyptian American Scholars
- Distinguished Service Award, 2010, IEEE Louisville Section
- Service Excellence Award, 2012, AEAS
- Recognition, 2012, IEEE
- NSA Colloquium CNSS 2013 Awards, 2013, The Committee on National Security Systems (CNSS)
- Community Engagement Awards, 2013, University of Louisville
- Certificate of Appreciation, 2014, Corporate Security Symposium
- Certificates of Appreciation, 2014, ABET- CSAB
2020
Spring
- CECS 796 - INDEPENDENT STUDY IN CSE
- CECS 622 - SIMUL/DISCRETE SYSTEMS
- CECS 622 - SIMUL/DISCRETE SYSTEMS
2019
Spring
- CECS 568 - COMPUTER FORENSICS
- CECS 593 - IND STUDY IN CECS
- CECS 693 - INDEP STUDY CECS
- CECS 694 - SP TOP-CECS
- CECS 694 - SP TOP-CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 795 - SEM IN COMPUTER & ENG
- CECS 795 - SEM IN COMPUTER & ENG
- CECS 799 - DISSERTATION RESEARCH
Summer
- CECS 568 - COMPUTER FORENSICS
- CECS 568 - COMPUTER FORENSICS
- CECS 596 - CECS CAPSTONE DESIGN - CUE
- CECS 690 - MS THESIS COMP SCI
- CECS 694 - SP TOP-CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 697 - MENG THESIS IN CECS
Fall
- CECS 795 - SEM IN COMPUTER & ENG
2018
Spring
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 690 - MS THESIS COMP SCI
- CECS 690 - MS THESIS COMP SCI
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
Summer
- CECS 799 - DISSERTATION RESEARCH
- CECS 393 - IND STUDY IN CECS
- CECS 690 - MS THESIS COMP SCI
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 568 - COMPUTER FORENSICS
- CECS 568 - COMPUTER FORENSICS
- CECS 596 - CECS CAPSTONE DESIGN - CUE
Fall
- CECS 799 - DISSERTATION RESEARCH
- CECS 795 - SEM IN COMPUTER & ENG
- CECS 795 - SEM IN COMPUTER & ENG
- CECS 693 - INDEP STUDY CECS
- CECS 694 - SP TOP-CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
2017
Spring
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 690 - MS THESIS COMP SCI
- CECS 602 - GRAD INTERNSHIP IN CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
Summer
- CSE 693 - DISSERTATION RESEARCH
- CECS 690 - MS THESIS COMP SCI
- CECS 602 - GRAD INTERNSHIP IN CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 596 - CECS CAPSTONE DESIGN - CUE
Fall
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 593 - IND STUDY IN CECS
- CECS 693 - INDEP STUDY CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
2016
Spring
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 690 - MS THESIS COMP SCI
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 596 - CECS CAPSTONE DESIGN - CUE
Summer
- CSE 693 - DISSERTATION RESEARCH
- CECS 697 - MENG THESIS IN CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
Fall
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 593 - IND STUDY IN CECS
- CECS 697 - MENG THESIS IN CECS
- CECS 602 - GRAD INTERNSHIP IN CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
2015
Summer
- CECS 593 - IND STUDY IN CECS
- CSE 693 - DISSERTATION RESEARCH
- CECS 690 - MS THESIS COMP SCI
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
Spring
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 393 - IND STUDY IN CECS
- CECS 593 - IND STUDY IN CECS
- CECS 593 - IND STUDY IN CECS
- CECS 690 - MS THESIS COMP SCI
- CECS 693 - INDEP STUDY CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 596 - CECS CAPSTONE DESIGN;CUE
Fall
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 602 - GRAD INTERNSHIP IN CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 596 - CECS CAPSTONE DESIGN - CUE
2014
Spring
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 690 - MS THESIS COMP SCI
- CECS 697 - MENG THESIS IN CECS
- CECS 696 - CECS PROJECT
- CECS 596 - CECS CAPSTONE DESIGN;CUE
Summer
- CSE 693 - DISSERTATION RESEARCH
- CECS 393 - IND STUDY IN CECS
- CECS 593 - IND STUDY IN CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
Fall
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 393 - IND STUDY IN CECS
- CECS 602 - GRAD INTERNSHIP IN CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 568 - COMPUTER FORENSICS
- CECS 596 - CECS CAPSTONE DESIGN;CUE
2013
Fall
- CSE 693 - DISSERTATION RESEARCH
- CSE 693 - DISSERTATION RESEARCH
- CSE 695 - SEMINAR IN CSE
- CECS 593 - IND STUDY IN CECS
- CECS 696 - CECS PROJECT
- CECS 696 - CECS PROJECT
- CECS 568 - COMPUTER FORENSICS
- CECS 596 - CECS CAPSTONE DESIGN;CUE
Summer
- CSE 693 - DISSERTATION RESEARCH
- CECS 690 - MS THESIS COMP SCI
- CECS 697 - MENG THESIS IN CECS
- CECS 696 - CECS PROJECT
Adel Elmaghraby
Director of Industry Research & Innovation
Winnia Professor of Computer Science & Engineering
JB Speed School of Engineering
JB Speed Bldg. 216
502-852-0470