Mr. Mingjie Gao Profile

Mingjie Gao

at Michigan Medicine

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Author

Publications (4)

Proceedings Article | 7 April 2023 Presentation + Paper

Deep CNN task-based image quality assessment: application to digital breast tomosynthesis reconstruction and denoising

Mingjie Gao, Mark Helvie, Ravi Samala, Lubomir Hadjiiski, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 12463, 1246319 (2023) https://doi.org/10.1117/12.2655419

KEYWORDS: Digital breast tomosynthesis, Image quality, Denoising, Human subjects, Reconstruction algorithms, Medical image reconstruction, Deep learning, 3D image reconstruction, Convolutional neural networks

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Proceedings Article | 4 April 2022 Presentation + Paper

Deep convolutional neural network regularized digital breast tomosynthesis reconstruction with detector blur and correlated noise modeling

Mingjie Gao, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 12031, 1203108 (2022) https://doi.org/10.1117/12.2611933

KEYWORDS: Breast imaging, Medical image reconstruction, Digital breast tomosynthesis, Reconstruction algorithms, Human subjects, Convolutional neural networks, Image quality, Denoising, Image restoration

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Proceedings Article | 15 February 2021 Presentation + Paper

Digital breast tomosynthesis denoising using deep convolutional neural network: effects of dose level of training target images

Mingjie Gao, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 11595, 115951K (2021) https://doi.org/10.1117/12.2580900

KEYWORDS: Digital breast tomosynthesis, Denoising, Convolutional neural networks, X-ray imaging, Visualization, Human subjects, Data acquisition, Breast

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Proceedings Article | 16 March 2020 Presentation + Paper

Deep convolutional neural network denoising for digital breast tomosynthesis reconstruction

Mingjie Gao, Ravi Samala, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 11312, 113120Q (2020) https://doi.org/10.1117/12.2549361

KEYWORDS: Digital breast tomosynthesis, Denoising, Convolutional neural networks, Image processing, Image denoising, Breast imaging, 3D image reconstruction

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