Mr. Nimu Yuan Profile

Nimu Yuan

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Publications (3)

Proceedings Article | 4 April 2022 Poster + Paper

Sparse-view CT spatial resolution enhancement via a densely connected convolutional neural network with spatial guidance

Nimu Yuan, Jian Zhou, Jinyi Qi

Proceedings Volume 12031, 120312F (2022) https://doi.org/10.1117/12.2611818

KEYWORDS: Spatial resolution, Signal to noise ratio, X-ray computed tomography, Resolution enhancement technologies, Convolutional neural networks, Image quality, Temporal resolution, Computed tomography

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Proceedings Article | 28 May 2019 Paper

Low-dose CT image denoising without high-dose reference images

Nimu Yuan, Jian Zhou, Jinyi Qi

Proceedings Volume 11072, 110721C (2019) https://doi.org/10.1117/12.2533654

KEYWORDS: Denoising, X-ray computed tomography, Computed tomography, Data modeling, Neural networks, Signal to noise ratio, Image denoising, Medical research

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Proceedings Article | 1 March 2019 Presentation + Paper

Low-dose CT count-domain denoising via convolutional neural network with filter loss

Nimu Yuan, Jian Zhou, Kuang Gong, Jinyi Qi

Proceedings Volume 10948, 109480R (2019) https://doi.org/10.1117/12.2513479

KEYWORDS: Denoising, X-ray computed tomography, Network architectures, Computed tomography, Convolutional neural networks, Distance measurement, Reconstruction algorithms

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