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SUPERVISED MACHINE LEARNING TECHNIQUE FOR REDUCTION OF RADIATION DOSE IN COMPUTED TOMOGRAPHY IMAGING
SUPERVISED MACHINE LEARNING TECHNIQUE FOR REDUCTION OF RADIATION DOSE IN COMPUTED TOMOGRAPHY IMAGING
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机译:减少计算机断层摄影成像中辐射剂量的高级机器学习技术
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摘要
Substantial reduction of the radiation dose in computed tomography (CT) imaging is shown using a machine-learning dose-reduction technique. Techniques are provided that (1) enhance low-radiation dosage images, beyond just reducing noise, and (2) may be combined with other approaches, such as adaptive exposure techniques and iterative reconstruction, for radiation dose reduction.
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