Mr. Dalton Griner Profile

Dalton Griner

at Univ of Wisconsin School of Medicine and Public Health

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Publications (3)

Proceedings Article | 7 April 2023 Presentation + Paper

Addressing the challenge of CT number bias in low-dose photon counting CT without access to raw detector count data

Dalton Griner, Nikou Lei, Guang-Hong Chen, Ke Li

Proceedings Volume 12463, 124631N (2023) https://doi.org/10.1117/12.2654372

KEYWORDS: Bias correction, Computed tomography, Photon counting, Image restoration, Tomography, Medical image reconstruction, Statistical analysis, Histograms, Digital recording, Detector development

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Proceedings Article | 15 February 2021 Presentation + Paper

COVID-19 pneumonia diagnosis using chest x-ray radiograph and deep learning

Dalton Griner, Ran Zhang, Xin Tie, Chengzhu Zhang, John Garrett, Ke Li, Guang-Hong Chen

Proceedings Volume 11597, 1159706 (2021) https://doi.org/10.1117/12.2581972

KEYWORDS: Chest imaging, Radiography, X-rays, Polymers, Machine learning, Gold, Data modeling

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Proceedings Article | 16 March 2020 Paper

Correction for cone beam CT image artifacts via a deep learning method

Dalton Griner, John Garrett, Yinsheng Li, Ke Li, Guang-Hong Chen

Proceedings Volume 11312, 113124H (2020) https://doi.org/10.1117/12.2549685

KEYWORDS: Computed tomography, Data acquisition, Image segmentation, Image quality, Image registration, Sensors, Image processing, Network architectures, Convolution, X-ray computed tomography

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