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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Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6688894/
https://www.ncbi.nlm.nih.gov/pubmed/31055126
http://dx.doi.org/10.1016/j.media.2019.04.009

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6688894/
https://www.ncbi.nlm.nih.gov/pubmed/31055126
http://dx.doi.org/10.1016/j.media.2019.04.009

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