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Left ventricle landmark localization and identification in cardiac MRI by deep metric learning-assisted CNN regression.
Xuchu Wang
Suiqiang Zhai
Yanmin Niu
Published in:
Neurocomputing (2020)
Keyphrases
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cardiac mri
metric learning
left ventricle
landmark localization
distance metric
wall thickness
fully automatic
short axis
multi task
semi supervised
left ventricular
physiological parameters
learning tasks
dimensionality reduction
pairwise
distance function
face detection
image analysis
magnetic resonance images