Magda El‐Shenawee Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Federal Grant PI High Impact

Professor

University of Arkansas at Fayetteville

faculty

27 h-index 214 pubs 2,631 cited

Research Areas

Medical Imaging Techniques and Applications Advanced Neural Network Applications Cancer Treatment Studies Semiconductor materials and devices Photonic and Optical Devices Radiomics and Machine Learning in Medical Imaging

Links

ORCID Research Group

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OverviewAI-generated summary

Magda El‐Shenawee's research program focuses on the application of terahertz (THz) imaging and spectroscopy for the detection and characterization of breast cancer. Her work investigates the use of THz technology in both animal models and human tissue samples to identify tumor margins and differentiate cancerous from healthy tissue. This research has been supported by federal funding, including a recent NIH/National Cancer Institute grant for $424,545 focused on terahertz polarization imaging for detecting breast tumor margins.

Her recent publications demonstrate a strong emphasis on employing advanced computational techniques, such as deep learning and supervised Bayesian learning, in conjunction with THz imaging. These methods aim to enhance the classification accuracy of breast cancer detection. El‐Shenawee also explores the development and modeling of THz components, such as photoconductive antennas, which are integral to THz imaging systems. Her scholarship metrics indicate a significant body of work, with 214 total publications and an h-index of 27, reflecting extensive contributions to her field. She collaborates with researchers at the University of Arkansas at Fayetteville, including Nagma Vohra and Jose Santos Batista, on shared publications.

Metrics

  • h-index: 27
  • Publications: 214
  • Citations: 2,631

Selected Publications

  • Polarimetry terahertz imaging of human breast cancer surgical specimens (2024) DOI
  • Supervised Semantic Segmentation of Murine THz Spectroscopy Images with Imprecise Annotations (2024) DOI
  • Experimental characterization of a fully polarimetric pulsed terahertz spectroscopy system (2024) DOI
  • Polarimetric Terahertz Transmission Imaging of Crystal Quartz Sample (2023) DOI
  • Challenges in Measurement of Broadband THz Photoconductive Antennas (2023) DOI
  • Visual Enhancement and Semantic Segmentation of Murine Tissue Scans with Pulsed THz Spectroscopy (2023) DOI
  • Experimental and Computational Analysis of Broadband THz Photoconductive Antennas (2023) DOI
  • Comparison of Hall Mobility and Carrier Density of Thin Black Phosphorus Exfoliated from Bulk Crystals Provided by Various Vendors (2022) DOI
  • Fabrication and Measurement of LT-GaAs Photoconductive THz Broadband Antennas (2022) DOI
  • Semantic Segmentation of Xenograft Tumor Tissues Imaged with Pulsed Terahertz Technology (2022) DOI
  • Deep Learning Classification of Breast Cancer Tissue from Terahertz Imaging Through Wavelet Synchro-Squeezed Transformation and Transfer Learning (2022) DOI
  • Terahertz Signal Generation Measurements in Photoconductive Antennas using Time Domain Spectroscopy System (2021) DOI
  • Investigation of Photoconductive Antenna Electrodes on Terahertz Signal Generation (2021) DOI
  • 3D Model of Terahertz Photoconductive Antenna using COMSOL Multiphysics (2021) DOI
  • Terahertz Imaging of Breast Cancer using Human and Animal Models (2021) DOI

Federal Grants 1 $424,545 total

NIH/National Cancer Institute Contact PI Mar 2017 - Aug 2025

Renewal: Terahertz Polarization Imaging for Detecting Breast Tumor Margins

National Cancer Institute $424,545 R15

Collaborators

Researchers in the database who share publications

Nagma Vohra University of Arkansas at Fayetteville 8 shared publications Jose Santos Batista University of Arkansas at Fayetteville 6 shared publications Hugh Churchill University of Arkansas at Fayetteville 4 shared publications Alexander Nelson University of Arkansas at Fayetteville 4 shared publications Jingxian Wu University of Arkansas at Fayetteville 3 shared publications Zachary P. Uttley University of Arkansas at Fayetteville 3 shared publications Nikita Gurjar University of Arkansas at Fayetteville 3 shared publications Narasimhan Rajaram University of Arkansas at Fayetteville 2 shared publications

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