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Automatic Myocardial Strain Imaging in Echocardiography Using Deep Learning.
Andreas Østvik
Erik Smistad
Torvald Espeland
Erik Andreas Rye Berg
Lasse Løvstakken
Published in:
DLMIA/ML-CDS@MICCAI (2018)
Keyphrases
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deep learning
left ventricle
motion analysis
unsupervised learning
fully automatic
unsupervised feature learning
machine learning
computer vision
deep architectures
higher order
mental models
myocardial perfusion
viewpoint
weakly supervised
domain specific
high resolution
multiscale
image sequences