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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Detalles Bibliográficos
Autores principales: Zhang, Qiang, Hann, Evan, Werys, Konrad, Wu, Cody, Popescu, Iulia, Lukaschuk, Elena, Barutcu, Ahmet, Ferreira, Vanessa M., Piechnik, Stefan K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Science Publishing 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7718111/
https://www.ncbi.nlm.nih.gov/pubmed/33250143
http://dx.doi.org/10.1016/j.artmed.2020.101955

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7718111/
https://www.ncbi.nlm.nih.gov/pubmed/33250143
http://dx.doi.org/10.1016/j.artmed.2020.101955

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