Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

Good quality of medical images is a prerequisite for the success of subsequent image analysis pipelines. Quality assessment of medical images is therefore an essential activity and for large population studies such as the UK Biobank (UKBB), manual identification of artefacts such as those caused by...

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Udgivet i:Med Image Anal
Main Authors: Oksuz, Ilkay, Ruijsink, Bram, Puyol-Antón, Esther, Clough, James R., Cruz, Gastao, Bustina, Aurelien, Prietoa, Claudia, Botnar, Rene, Rueckert, Daniel, Schnabel, Julia A., King, Andrew P.
Format: Artigo
Sprog:Inglês
Udgivet: 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6688894/
https://ncbi.nlm.nih.gov/pubmed/31055126
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2019.04.009
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