Magda 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); Cairo University (2005); University of Illinois Urbana-Champaign (2003–2021); Urbana University (2003–2021); TeraView (United Kingdom) (2017); Electronics Research Institute (2002); Universidad Carlos III de Madrid (2007); University of Lincoln (1990); Pacific States University (1997–2002)
Faculty Researcher
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: 194
- Citations: 2,710
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
- Deep Learning Classification of Breast Cancer Tissue from Terahertz Imaging Through Wavelet Synchro-Squeezed Transformation and Transfer Learning
- 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
- Terahertz Imaging of Breast Cancer using Human and Animal Models
- Polarimetry terahertz imaging of human breast cancer surgical specimens
Showing 5 of 8 shared publications
- Deep Learning Classification of Breast Cancer Tissue from Terahertz Imaging Through Wavelet Synchro-Squeezed Transformation and Transfer Learning
- 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
- Terahertz Imaging of Breast Cancer using Human and Animal Models
- Visual Enhancement and Semantic Segmentation of Murine Tissue Scans with Pulsed THz Spectroscopy
Showing 5 of 7 shared publications
- Black phosphorus photoconductive terahertz antenna: 3D modeling and experimental reference comparison
- Investigation of Photoconductive Antenna Electrodes on Terahertz Signal Generation
- Experimental and Computational Analysis of Broadband THz Photoconductive Antennas
- 3D Model of Terahertz Photoconductive Antenna using COMSOL Multiphysics
- Terahertz Signal Generation Measurements in Photoconductive Antennas using Time Domain Spectroscopy System
Showing 5 of 6 shared publications
- Deep Learning Classification of Breast Cancer Tissue from Terahertz Imaging Through Wavelet Synchro-Squeezed Transformation and Transfer Learning
- Visual Enhancement and Semantic Segmentation of Murine Tissue Scans with Pulsed THz Spectroscopy
- Semantic Segmentation of Xenograft Tumor Tissues Imaged with Pulsed Terahertz Technology
- Supervised Semantic Segmentation of Murine THz Spectroscopy Images with Imprecise Annotations
- Deep Learning Classification of Breast Cancer Tissue from Terahertz Imaging Through Wavelet Synchro-Squeezed Transformation and Transfer Learning
- Visual Enhancement and Semantic Segmentation of Murine Tissue Scans with Pulsed THz Spectroscopy
- Semantic Segmentation of Xenograft Tumor Tissues Imaged with Pulsed Terahertz Technology
- Supervised Semantic Segmentation of Murine THz Spectroscopy Images with Imprecise Annotations
- 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
- Challenges in Measurement of Broadband THz Photoconductive Antennas
- 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
- Terahertz Imaging of Breast Cancer using Human and Animal Models
- 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
- Terahertz Imaging of Breast Cancer using Human and Animal Models
- Comparison of Hall Mobility and Carrier Density of Thin Black Phosphorus Exfoliated from Bulk Crystals Provided by Various Vendors
- Experimental and Computational Analysis of Broadband THz Photoconductive Antennas
- Fabrication and Measurement of LT-GaAs Photoconductive THz Broadband Antennas
- Polarimetry terahertz imaging of human breast cancer surgical specimens
- Polarimetric Terahertz Transmission Imaging of Crystal Quartz Sample
- Experimental characterization of a fully polarimetric pulsed terahertz spectroscopy system
- 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
- 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
- Comparison of Hall Mobility and Carrier Density of Thin Black Phosphorus Exfoliated from Bulk Crystals Provided by Various Vendors
- Challenges in Measurement of Broadband THz Photoconductive Antennas
- Comparison of Hall Mobility and Carrier Density of Thin Black Phosphorus Exfoliated from Bulk Crystals Provided by Various Vendors
- Challenges in Measurement of Broadband THz Photoconductive Antennas
- Polarimetric Terahertz Transmission Imaging of Crystal Quartz Sample
- Experimental characterization of a fully polarimetric pulsed terahertz spectroscopy system
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