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T1-Mapping and extracellular volume estimates in pediatric subjects with Duchenne muscular dystrophy and healthy controls at 3T.

Nyasha G MaforoPatrick MagrathKévin MoulinJiaxin ShaoGrace Hyun KimAshley ProsperPierangelo RenellaHolden H WuNancy HalnonDaniel B Ennis
Published in: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance (2020)
Boys with DMD exhibit elevated native T1 compared to healthy, sex- and age-matched controls, even in the absence of LGE. Post-contrast T1 and ECV estimates from 3T CMR are also reported here for pediatric patients with DMD for the first time and can distinguish between LGE + from LGE- boys. In all classification tasks, T1-mapping biomarkers outperform a conventional biomarker, LVEF.
Keyphrases
  • duchenne muscular dystrophy
  • high resolution
  • muscular dystrophy
  • high density
  • machine learning
  • magnetic resonance
  • deep learning
  • working memory
  • magnetic resonance imaging
  • young adults
  • mass spectrometry