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Deep learning with attention supervision for automated motion artefact detection in quality control of cardiac T1-mapping

Cardiac magnetic resonance quantitative T1-mapping is increasingly used for advanced myocardial tissue characterisation. However, cardiac or respiratory motion can significantly affect the diagnostic utility of T1-maps, and thus motion artefact detection is critical for quality control and clinicall...

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Detalhes bibliográficos
Publicado no:Artif Intell Med
Main Authors: Zhang, Qiang, Hann, Evan, Werys, Konrad, Wu, Cody, Popescu, Iulia, Lukaschuk, Elena, Barutcu, Ahmet, Ferreira, Vanessa M., Piechnik, Stefan K.
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier Science Publishing 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7718111/
https://ncbi.nlm.nih.gov/pubmed/33250143
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2020.101955
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