Deep learning improves image quality and radiomics reproducibility for high-speed four-dimensional computed tomography reconstruction

Bining Yang, Xinyuan Chen,Siqi Yuan,Yuxiang Liu, Jianrong Dai,Kuo Men

Radiotherapy and Oncology（2022）

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摘要

•A deep learning method improves image quality for high-speed 4DCT reconstruction.•It improves radiomics reproducibility between two reconstruction algorithms.•It is computationally efficient and may be integrated into any CT system.

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关键词

Radiotherapy,Deep learning,4DCT,Imaging quality,Radiomics,Reproducibility

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