No-reference denoising of low-dose CT projections

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)(2021)

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摘要
Low-dose computed tomography (LDCT) became a clear trend in radiology with an aspiration to refrain from delivering excessive X-ray radiation to the patients. The reduction of the radiation dose decreases the risks to the patients but raises the noise level, affecting the quality of the images and their ultimate diagnostic value. One mitigation option is to consider pairs of low-dose and high-dose...
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关键词
Deep learning,Computed tomography,Noise reduction,Neural networks,Radiology,Market research,Noise measurement
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