Semi-automatic detection of myocardial trabeculation using cardiovascular magnetic resonance: correlation with histology and reproducibility in a mouse model of non-compaction.

Julien FrandonStéphanie BricqZakarya BentatouLaetitia MarcadetPierre Antoine BarralMathieu FinasDaniel FagretFrank KoberGilbert HabibMonique BernardAlain LalandeLucile MiquerolAlexis Jacquier

Published in: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance (2018)

The proposed semi-automatic quantification software is accurate in comparison to the histology and reproducible in evaluating Mc, Mt and Mt/ Mc on cine CMR.

Keyphrases

magnetic resonance
mouse model
deep learning
machine learning
left ventricular
loop mediated isothermal amplification
neural network
high resolution
label free
contrast enhanced
real time pcr
computed tomography
magnetic resonance imaging
heart failure
atrial fibrillation
sensitive detection