Wavelet subband-specific learning for low-dose computed tomography denoising.

Deep neural networks have shown great improvements in low-dose computed tomography (CT) denoising. Early algorithms were primarily optimized to obtain an accurate image with low distortion between the denoised image and reference full-dose image at the cost of yielding an overly smoothed unrealistic...

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Bibliographic Details
Main Authors: Wonjin Kim, Jaayeon Lee, Mihyun Kang, Jin Sung Kim, Jang-Hwan Choi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0274308