Magda El‐Shenawee Data-verified
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Biography and Research Information
OverviewAI-generated summary
Magda El‐Shenawee, a professor at the University of Arkansas at Fayetteville, investigates the application of terahertz (THz) imaging and polarimetry for the detection and characterization of breast cancer. Her research utilizes biological models, including cell lines and animal models such as Sprague Dawley rats induced with N-ethyl-N-nitrosourea, to evaluate THz imaging techniques. El‐Shenawee employs advanced computational methods, including deep learning algorithms, wavelet transformations, and supervised Bayesian learning, to enhance image interpretation and classification of breast cancer tissues.
Her work has been supported by federal grants, including a $424,545 award from the NIH/National Cancer Institute for research on Terahertz Polarization Imaging for Detecting Breast Tumor Margins. El‐Shenawee leads a research group and collaborates with colleagues at the University of Arkansas at Fayetteville, including Nagma Vohra, Jose Santos Batista, Hugh Churchill, and Alexander Nelson, with whom she has co-authored multiple publications. Her scholarship metrics include an h-index of 28 and over 2,650 citations across more than 200 publications. El‐Shenawee is recognized as a high-impact researcher and a federal grant principal investigator.
Metrics
- h-index: 28
- Publications: 212
- Citations: 2,663
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
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- 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
- Terahertz Imaging of ENU Injected Sprague Dawley Rat Breast Cancer Tumors
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Showing 5 of 9 shared publications
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Showing 5 of 9 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
- Terahertz Imaging of ENU Injected Sprague Dawley Rat Breast Cancer Tumors
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