CycleGAN-based degradation of SDCT to simulate LDCT yields the best image quality and improves nodule classification AUC to 0.861 on real LDCT test data.
Reduced lung-cancer mortality with low-dose computed tomographic screening.New England Journal of Medicine, 365(5):395–409, August 2011
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A Comparative Analysis of CT Degradation for LDCT Nodule Classification using Radiomics
CycleGAN-based degradation of SDCT to simulate LDCT yields the best image quality and improves nodule classification AUC to 0.861 on real LDCT test data.