Residual U-Net Convolutional Neural Network Architecture for Low-Dose CT Denoising

Low-dose CT has received increasing attention in the recent years and is considered a promising method to reduce the risk of cancer in patients. However, the reduction of the dosage leads to quantum noise in the raw data, which is carried on in the reconstructed images. Two different multilayer conv...

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Bibliographic Details
Main Authors: Heinrich Mattias P., Stille Maik, Buzug Thorsten M.
Format: Article
Language:English
Published: De Gruyter 2018-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
Online Access:https://doi.org/10.1515/cdbme-2018-0072