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Convolutional neural networks for improving image quality with noisy PET data

GOAL: PET is a relatively noisy process compared to other imaging modalities, and sparsity of acquisition data leads to noise in the images. Recent work has focused on machine learning techniques to improve PET images, and this study investigates a deep learning approach to improve the quality of re...

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Detalhes bibliográficos
Publicado no:EJNMMI Res
Main Authors: Schaefferkoetter, Josh, Yan, Jianhua, Ortega, Claudia, Sertic, Andrew, Lechtman, Eli, Eshet, Yael, Metser, Ur, Veit-Haibach, Patrick
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Berlin Heidelberg 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7505915/
https://ncbi.nlm.nih.gov/pubmed/32955669
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13550-020-00695-1
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