Muhammad Ali Rushdi
Associate Professor of Biomedical Engineering and Systems
Department of Biomedical Engineering and Systems, Cairo University, Giza 12613, Egypt (email)
Bio
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C/C++, Java, Python, Visual Studio, Assembly
MATLAB, Mathematica, Maple, OpenGL
Microsoft Office (Word, Excel, Access, Project)
Web design (HTML), GUI design, Adobe
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Ph.D. , Computer and Information Science & Engineering 2013
Dissertation: 'On Learning and Regularization in Super-Resolution Imaging',
Adviser: Dr. Jeffrey C. Ho.
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M.Sc. , Computer and Information Science & Engineering 2012
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M.Sc. , Biomedical and Systems Engineering 2005
Thesis: 'Speckle Noise Reduction in Medical Ultrasound Images using Weighted Diffusion,
Neural Networks and Fuzzy Logic', Adviser: Dr. Ahmed M. Badawi.
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B.Sc. , Mathematics (Rank: 1/500) 2003
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B.Sc. , Biomedical and Systems Engineering (Rank: 1/120) 2001
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7/2013-Present
Assistant Professor, Department of Biomedical and Systems Engineering
l Teach courses in optimization, database design, computer vision, biomedical signal analysis
l Conduct research in machine learning, image processing, computer vision, biometrics
l Perform other academic activities
06/2011-05/2013
Graduate Research and Teaching Assistant, Department of Computer and Information Science & Engineering
l Published papers on image super-resolution, color de-rendering, object tracking, and texture recognition
l Assisted in teaching undergraduate courses in computer organization and discrete mathematics.
01/2008-06/2011
Applications Programmer
l Developed, programmed, and installed medical management information systems
l Developed database and client-server applications
l Supported configuration management operations
05/2007-08/2007 Intern, Color Print Quality Processl Analyzed assessment techniques of the print quality of competitive laser printersl Automated the assessment process through programs in Visual Test, Visual Basic, SQL, and Access
01/2007-04/2007
Graduate Tutorl Tutored undergraduate courses in engineering, mathematics, and physicsl Assisted in delivering and improving the Academic Technology TV tutoring program
06/2006-08/2006 Computer Science/Image Science Internl Conducted research on analyzing and improving the performance of color ink-jet printersl Supported analyses through writing programs in Python, C++, and MATLAB
01/2007-04/2007
Graduate Tutorl Tutored undergraduate and graduate courses in engineering, mathematics, physics and managementl Fulfilled requirements for a CRLA Regular Tutoring Certificate
01/2005-05/2006
Graduate Research Assistant, Computer Vision and Image Processing Lab, Department of Electrical and Computer Engineeringl Developed computer systems in MATLAB and C++ for biometric identification and computer vision
l Assisted in teaching two undergraduate courses in digital signal processing and engineering probability using MATLAB
03/2004-12/2004
Technical Standard Developer and Reviewer
l Developed and reviewed new standards for medical X-ray equipment
l Participated in technical committee meetings on medical equipment standards
07/2002-01/2005
Graduate Research and Teaching Assistant, Department of Biomedical and Systems Engineering,l Developed a computer system in MATLAB for noise reduction in medical ultrasound imaging
l Published one research paper on ultrasound image enhancement
l Taught tutorial sessions on control systems, electromagnetic fields, circuit theory, database systems, and medical equipment
10/2000-07/2001
Undergraduate Research Assistant, Department of Biomedical and Systems Engineeringl Assisted in collecting bioelectric signals of the brain (EEG), muscles (EMG) and eyes (EOG) captured during sleep from human subjectsl Developed a computer system in MATLAB for neural-network classification of sleep patterns based on the spectral analysis of bioelectric signals
Information Technology Industry Development Agency (ITIDA), Ministry Of Communications and Information Technology (MCIT), Egypt, 2014 ($143,000)
Institute of Electrical and Electronics Engineers,
2013 ($1,000)
Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 2012 ($500)
Graduate Student Council, University of Florida, Gainesville, Florida, 2012 ($250)
College of Engineering, University of Florida, Gainesville, Florida, 2006
Department of Electrical and Computer Engineering, University of Miami, Coral Gables, Florida, 2005
, Ministry of Higher Education and Scientific Research, Egypt, (Top Student of the Faculty of Science, Cairo University)
, Cairo University Graduation Day, Egypt, (Top Student of the Department of Biomedical and Systems Engineering, Cairo University)
[8] Mohsen Ali,
, Jeffrey Ho: Deconstructing Support Vector Machines. ECML 2014.
[7] Yu-Tseh Chi, Mohsen Ali,
, Jeffrey Ho: Affine-Constrained Group Sparse Coding and Its Application to Image-Based Classifications. ICCV 2013: 681-688
[6]
, Mohsen Ali and Jeffrey Ho, "Color De-Rendering using Coupled Dictionary Learning," Image Processing (ICIP), 2013 20th International Conference on, 15-18 Sep. 2013
[5] S.M. Shahed Nejhum,
and Jeffrey Ho, "Visual Tracking using Structured Superpixels," Vision Systems (ICVS), 2013 9th International Conference on, 12-15 Jul. 2013
[4]
and Jeffrey Ho, "Augmented Coupled Dictionary Learning for Image Super-Resolution," 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA 2012), 12-15 December 2012.
[3]
and Jeffrey Ho, “Large-Scale-Invariant Texture Recognition”, in Proceedings of the 6th International Conference on Computer Vision Theory and Application (VISAPP 2011), Vilamoura, Portugal, March 2011.
[2]
and Jeffrey Ho, “Texture Classification using Sparse K-SVD Texton Dictionaries”, in Proceedings of the 6th International Conference on Computer Vision Theory and Application (VISAPP 2011), Vilamoura, Portugal, March 2011.
[1] Ahmed Badawi and
, “Speckle Reduction in Medical Ultrasound: A Novel Scatterer Density Weighted Nonlinear Diffusion Algorithm Implemented as a Neural-Network Filter”, in Proceedings of the 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2006), pp. 2776-2782, New York, USA, August 2006.
University of Florida, Gainesville, Florida 2012
College Reading and Learning Association 2006