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Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning

A number of image-processing problems can be formulated as optimization problems. The objective function typically contains several terms specifically designed for different purposes. Parameters in front of these terms are used to control the relative importance among them. It is of critical importa...

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Detalhes bibliográficos
Publicado no:IEEE Trans Med Imaging
Main Authors: Shen, Chenyang, Gonzalez, Yesenia, Chen, Liyuan, Jiang, Steve B., Jia, Xun
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5999035/
https://ncbi.nlm.nih.gov/pubmed/29870371
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2018.2823679
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