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Myocardial strain analysis by cardiac magnetic resonance 3D feature-tracking identifies subclinical abnormalities in patients with neuromuscular disease and no overt cardiac involvement.

Alessia AzzuAlexios S AntonopoulosSylvia KrupickovaZain MohiaddinBatool AlmogheerCharalambos VlachopoulosAntonis PantazisDudley J PennellRaad H Mohiaddin
Published in: European heart journal. Cardiovascular Imaging (2022)
3D-FT CMR detects subclinical cardiac muscle disease in patients with NMD even before the development of replacement fibrosis or ventricular remodelling which may be a useful imaging biomarker for early detection of cardiac involvement.
Keyphrases
  • left ventricular
  • magnetic resonance
  • heart failure
  • high resolution
  • skeletal muscle
  • machine learning
  • genome wide
  • dna methylation
  • gene expression
  • mass spectrometry
  • fluorescence imaging
  • neural network