26 Mar 2026Open access
Do Hybrid CNN–Transformer Architectures Really Generalize? A Systematic Review for Medical ImagingPublisher siteResearch Square, Advanced Neural Network Applications
UniversitiesShimaa El-Bana
Active, last published 2026
In covid-19 diagnosis using ai
Shimaa
El-Bana
Scholar“Research focused on COVID-19 diagnosis using AI and adjacent fields.”
Alexandria Higher Institute of Engineering and Technology
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01 · About the work
What I study
himaa El-Bana is a researcher working on COVID-19 diagnosis using AI. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Shimaa's work has been cited 127 times across 2 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
COVID-19 diagnosis using AI×7Radiomics and Machine Learning in Medical Imaging×6Advanced Neural Network Applications×5Lung Cancer Diagnosis and Treatment×3Remote-Sensing Image Classification×3
04 · Where I am
Affiliations
Affiliation on published researchAlexandria Higher Institute of Engineering and TechnologyDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
2 works7 Feb 2025Open access3cites
Toward better semantic segmentation by retaining spectral information using matched wavelet poolingPublisher siteNeural Computing and Applications, Advanced Neural Network Applications
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