Mr. Yijie Yuan Profile

Yijie Yuan

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Publications (3)

SPIE Journal Paper | 3 February 2025

Deep learning CT image restoration using system blur and noise models

Yijie Yuan, Grace J. Gang, J. Webster Stayman

JMI, Vol. 12, Issue 01, 014003, (February 2025) https://doi.org/10.1117/12.10.1117/1.JMI.12.1.014003

KEYWORDS: Performance modeling, Deep learning, Image restoration, Computed tomography, Education and training, Imaging systems, Data modeling, Image quality, Medical imaging, Image enhancement

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Proceedings Article | 3 April 2024 Presentation + Paper

End-to-end deep learning restoration of GLCM features from blurred and noisy images

Yijie Yuan, J. Webster Stayman, Grace Gang

Proceedings Volume 12927, 129271C (2024) https://doi.org/10.1117/12.3006205

KEYWORDS: Cooccurrence matrices, Radiomics, Deep learning, Image restoration, Lung, Testing and analysis, Computed tomography, Network architectures

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Proceedings Article | 7 April 2023 Poster + Paper

Deep learning CT image restoration using system blur models

Yijie Yuan, Matthew Tivnan, Grace Gang, J. Webster Stayman

Proceedings Volume 12463, 124634J (2023) https://doi.org/10.1117/12.2655806

KEYWORDS: Image restoration, Deep learning, Computed tomography, Education and training, Network architectures, X-ray computed tomography, Data modeling, Performance modeling

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