Performance evaluation of image denoising developed using convolutional denoising autoencoders in chest radiography

When processing medical images, image denoising is an important pre-processing step. Various image denoising algorithms have been developed in the past few decades. Recently, image denoising using the deep learning method has shown excellent performance compared to conventional image denoising algor...

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Bibliographic Details

Published in:	Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment Vol. 884; pp. 97 - 104
Main Authors:	Lee, Donghoon, Choi, Sunghoon, Kim, Hee-Joung
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 11.03.2018
Subjects:	Chest radiography Deep learning Denoising autoencoder Image denoising Deep learning Denoising autoencoder Chest radiography Image denoising
ISSN:	0168-9002, 1872-9576
Online Access:	Get full text
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