Dr. Mena Shenouda
at Univ of Chicago
SPIE Involvement:
Author
Publications (8)

SPIE Journal Paper | 26 December 2024 Open Access
JMI, Vol. 11, Issue 06, 064503, (December 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.6.064503
KEYWORDS: Data modeling, Performance modeling, Education and training, COVID 19, Chest imaging, Deep learning, Reverse modeling, Medicine, Radiography, Overfitting

SPIE Journal Paper | 11 December 2024 Open Access
JMI, Vol. 11, Issue 06, 064501, (December 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.6.064501
KEYWORDS: Tumors, Radiomics, Feature extraction, Image segmentation, Cross validation, Decision trees, Computed tomography, Tunable filters, Performance modeling, Education and training

Proceedings Article | 3 April 2024 Poster + Paper
Proceedings Volume 12927, 1292732 (2024) https://doi.org/10.1117/12.3000085
KEYWORDS: Tumors, Feature extraction, Radiomics, Computed tomography, Decision trees, Mesothelioma, Image segmentation, Machine learning, Cross validation

Proceedings Article | 3 April 2024 Poster + Paper
Proceedings Volume 12927, 129272Z (2024) https://doi.org/10.1117/12.3006291
KEYWORDS: Radiomics, Feature extraction, Image segmentation, Feature selection, Tumors, Reproducibility, Image acquisition, Correlation coefficients, Computed tomography

SPIE Journal Paper | 28 December 2023 Open Access
JMI, Vol. 10, Issue 06, 064504, (December 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.064504
KEYWORDS: COVID 19, Performance modeling, Data modeling, Lung, Chest imaging, Education and training, Deep learning, Image classification, Image fusion, Image acquisition

Showing 5 of 8 publications
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