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Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study

Abstract Background The trend towards large-scale studies including population imaging poses new challenges in terms of quality control (QC). This is a particular issue when automatic processing tools such as image segmentation methods are employed to derive quantitative measures or biomarkers for f...

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Principais autores: Robert Robinson, Vanya V. Valindria, Wenjia Bai, Ozan Oktay, Bernhard Kainz, Hideaki Suzuki, Mihir M. Sanghvi, Nay Aung, José Miguel Paiva, Filip Zemrak, Kenneth Fung, Elena Lukaschuk, Aaron M. Lee, Valentina Carapella, Young Jin Kim, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Chris Page, Paul M. Matthews, Daniel Rueckert, Ben Glocker
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2019-03-01
Serier:Journal of Cardiovascular Magnetic Resonance
Fag:
Automatic quality control
Population imaging
Segmentation
Online adgang:http://link.springer.com/article/10.1186/s12968-019-0523-x
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