Magda O. El-Shenawee
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Professor
Also affiliated: University of Nebraska–Lincoln (1990–2002); Northeastern University (2000–2003); University of Illinois Urbana-Champaign (2003–2021); TeraView (United Kingdom) (2017); Electronics Research Institute (2002); Universidad Carlos III de Madrid (2007); Pacific States University (1997–2002)
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Magda El‐Shenawee, a professor at the University of Arkansas at Fayetteville, focuses her research on the application of terahertz (THz) imaging and related technologies for the detection and characterization of breast cancer. Her work utilizes advanced computational techniques, including deep learning and supervised Bayesian learning, to analyze THz imaging data for improved diagnostic accuracy. El‐Shenawee has investigated the use of THz imaging in both human and animal models, including Sprague Dawley rats induced with mammary tumors, to evaluate its effectiveness in identifying tumor margins and characteristics.
Her research group also explores the fundamental aspects of THz technology, such as the development and modeling of THz antennas, including those utilizing novel materials like black phosphorus. El‐Shenawee has secured federal funding for her work, including a $424,545 award from the NIH/National Cancer Institute for research on "Terahertz Polarization Imaging for Detecting Breast Tumor Margins." She collaborates with researchers at the University of Arkansas at Fayetteville, including Nagma Vohra, Jose Santos Batista, Hugh Churchill, and Alexander Nelson, contributing to a shared publication record.
Metrics
- h-index: 28
- Publications: 196
- Citations: 2,770
Positions
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Professor 2023–presentUniversity of Arkansas Department of Electrical Engineering and Computer Science ORCID
Selected Publications
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Polarimetry terahertz imaging of human breast cancer surgical specimens (2024)
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Supervised Semantic Segmentation of Murine THz Spectroscopy Images with Imprecise Annotations (2024)
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Experimental characterization of a fully polarimetric pulsed terahertz spectroscopy system (2024)
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Polarimetric Terahertz Transmission Imaging of Crystal Quartz Sample (2023)
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Challenges in Measurement of Broadband THz Photoconductive Antennas (2023)
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Visual Enhancement and Semantic Segmentation of Murine Tissue Scans with Pulsed THz Spectroscopy (2023)
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Experimental and Computational Analysis of Broadband THz Photoconductive Antennas (2023)
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Comparison of Hall Mobility and Carrier Density of Thin Black Phosphorus Exfoliated from Bulk Crystals Provided by Various Vendors (2022)
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Fabrication and Measurement of LT-GaAs Photoconductive THz Broadband Antennas (2022)
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Semantic Segmentation of Xenograft Tumor Tissues Imaged with Pulsed Terahertz Technology (2022)
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Deep Learning Classification of Breast Cancer Tissue from Terahertz Imaging Through Wavelet Synchro-Squeezed Transformation and Transfer Learning (2022)
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Terahertz Signal Generation Measurements in Photoconductive Antennas using Time Domain Spectroscopy System (2021)
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Investigation of Photoconductive Antenna Electrodes on Terahertz Signal Generation (2021)
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3D Model of Terahertz Photoconductive Antenna using COMSOL Multiphysics (2021)
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Terahertz Imaging of Breast Cancer using Human and Animal Models (2021)
Federal Grants 1 $424,545 total
Renewal: Terahertz Polarization Imaging for Detecting Breast Tumor Margins
Collaboration Network
Top Collaborators
- Terahertz Imaging of Excised Breast Tumor Tissue on Paraffin Sections
- Terahertz transmission vs reflection imaging and model-based characterization for excised breast carcinomas
- Cancer detection in excised breast tumors using terahertz imaging and spectroscopy
- Pulsed terahertz imaging of breast cancer in freshly excised murine tumors
- Assessment of Terahertz Imaging for Excised Breast Cancer Tumors with Image Morphing
Showing 5 of 34 shared publications
- Cancer detection in excised breast tumors using terahertz imaging and spectroscopy
- Pulsed terahertz imaging of breast cancer in freshly excised murine tumors
- Deep Learning Classification of Breast Cancer Tissue from Terahertz Imaging Through Wavelet Synchro-Squeezed Transformation and Transfer Learning
- Assessment of Terahertz Imaging for Excised Breast Cancer Tumors with Image Morphing
- Pulsed terahertz reflection imaging of tumors in a spontaneous model of breast cancer
Showing 5 of 29 shared publications
- Cancer detection in excised breast tumors using terahertz imaging and spectroscopy
- Deep Learning Classification of Breast Cancer Tissue from Terahertz Imaging Through Wavelet Synchro-Squeezed Transformation and Transfer Learning
- Pulsed terahertz reflection imaging of tumors in a spontaneous model of breast cancer
- K- and W-Band Free-Space Characterizations of Highly Conductive Radar Absorbing Materials
- Terahertz tomographic imaging of freshly excised human breast tissues
Showing 5 of 22 shared publications
- Review of terahertz photoconductive antenna technology
- Computational modeling of plasmonic thin-film terahertz photoconductive antennas
- Optimization of Silver Nanotoroid Arrays for the Absorption Enhancement of Silicon Thin-Film Solar Cells
- Enhancement of terahertz imaging of packaged power electronic devices
- Multiphysics modeling of THz photoconductive antennas
Showing 5 of 17 shared publications
- Review of Electromagnetic Techniques for Breast Cancer Detection
- Experimental Microwave Validation of Level Set Reconstruction Algorithm
- Efficient Microwave Imaging Algorithm Based on Hybridization of the Linear Sampling and Level Set Methods
- Drift Denoising of Experimental TE Measurements for Imaging 2D PEC Cylinders
- Modeling Biopotential Signals and Current Densities of Multiple Breast Cancerous Cells
Showing 5 of 12 shared publications
- Shape Reconstruction Using the Level Set Method for Microwave Applications
- TE Versus TM for the Shape Reconstruction of 2-D PEC Targets Using the Level-Set Algorithm
- Experimental Microwave Validation of Level Set Reconstruction Algorithm
- INVERSE SCATTERING OF THREE-DIMENSIONAL PEC OBJECTS USING THE LEVEL-SET METHOD
- Level Set Algorithm for Shape Reconstruction of Non-Overlapping Three-Dimensional Penetrable Targets
Showing 5 of 12 shared publications
- Pulsed terahertz imaging of breast cancer in freshly excised murine tumors
- Assessment of Terahertz Imaging for Excised Breast Cancer Tumors with Image Morphing
- Breast Cancer Detection With Low-Dimensional Ordered Orthogonal Projection in Terahertz Imaging
- Supervised Bayesian learning for breast cancer detection in terahertz imaging
- Mammary tumors in Sprague Dawley rats induced by N-ethyl-N-nitrosourea for evaluating terahertz imaging of breast cancer
Showing 5 of 11 shared publications
- Pulsed terahertz imaging of breast cancer in freshly excised murine tumors
- Assessment of Terahertz Imaging for Excised Breast Cancer Tumors with Image Morphing
- Breast Cancer Detection With Low-Dimensional Ordered Orthogonal Projection in Terahertz Imaging
- Supervised Bayesian learning for breast cancer detection in terahertz imaging
- Mammary tumors in Sprague Dawley rats induced by N-ethyl-N-nitrosourea for evaluating terahertz imaging of breast cancer
Showing 5 of 11 shared publications
- Three-dimensional subsurface analysis of electromagnetic scattering from penetrable/PEC objects buried under rough surfaces: use of the steepest descent fast multipole method
- Spherical harmonics microwave algorithm for shape and location reconstruction of breast cancer tumor
- Multiple-incidence and multifrequency for profile reconstruction of random rough surfaces using the 3-D electromagnetic fast multipole model
- Microwave Imaging of Three-Dimensional Dielectric Objects Employing Evolution Strategies
- Computational algorithm for reconstructing the profile of 2D rough surfaces
Showing 5 of 10 shared publications
- Three-dimensional subsurface analysis of electromagnetic scattering from penetrable/PEC objects buried under rough surfaces: use of the steepest descent fast multipole method
- Monte Carlo simulations for clutter statistics in minefields: AP-mine-like-target buried near a dielectric object beneath 2-D random rough ground surfaces
- Monte Carlo simulations of electromagnetic wave scattering from a random rough surface with three-dimensional penetrable buried object: mine detection application using the steepest-descent fast multipole method
- Parallel implementation of the steepest descent fast multipole method (SDFMM) on a Beowulf cluster for subsurface sensing applications
- Electromagnetic scattering interference between two shallow objects buried under 2-D random rough surfaces
Showing 5 of 10 shared publications
- Black phosphorus photoconductive terahertz antenna: 3D modeling and experimental reference comparison
- Free-Space Characterization of Radar Absorbing Non-Magnetic Materials in the W-Band
- Experimental and Computational Analysis of Broadband THz Photoconductive Antennas
- Characterization of Radar Absorbing Materials at 75 GHz - 90 GHz using Free-Space System
- Investigation of Photoconductive Antenna Electrodes on Terahertz Signal Generation
Showing 5 of 8 shared publications
- Terahertz Imaging of Excised Breast Tumor Tissue on Paraffin Sections
- Terahertz transmission vs reflection imaging and model-based characterization for excised breast carcinomas
- Terahertz Imaging of Three-Dimensional Dehydrated Breast Cancer Tumors
- Time of flight THz imaging of 3D ex-vivo breast cancer tumor tissues
- Regional spectroscopy of paraffin-embedded breast cancer tissue using pulsed terahertz transmission imaging
Showing 5 of 7 shared publications
- Broadband Dual Linear Polarized Antenna for Statistical Detection of Breast Cancer
- Interpreting Artificial Neural Networks for Microwave Detection of Breast Cancer
- Experimental Microwave Validation of Level Set Reconstruction Algorithm
- Planar broadband dual-linearly polarized MEMS steerable antenna
- Error analysis of breast tumor signature versus skin thickness at microwave frequencies
Showing 5 of 7 shared publications
- Integration of multi-layer black phosphorus into photoconductive antennas for THz emission
- Black phosphorus photoconductive terahertz antenna: 3D modeling and experimental reference comparison
- Comparison of Hall Mobility and Carrier Density of Thin Black Phosphorus Exfoliated from Bulk Crystals Provided by Various Vendors
- Integration of multi-layer black phosphorus into photoconductive antennas for THz emission
- Analysis of Black Phosphorus Terahertz Photoconductive Antenna
Showing 5 of 7 shared publications
- Pulsed terahertz imaging of breast cancer in freshly excised murine tumors
- Pulsed terahertz reflection imaging of tumors in a spontaneous model of breast cancer
- Mammary tumors in Sprague Dawley rats induced by N-ethyl-N-nitrosourea for evaluating terahertz imaging of breast cancer
- Terahertz Imaging of Breast Cancer using Human and Animal Models
- Terahertz imaging of freshly excised breast cancer using mouse model
Showing 5 of 6 shared publications
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