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MRI-SegFlow: a novel unsupervised deep learning pipeline enabling accurate vertebral segmentation of MRI images.
Xihe Kuang
Jason Pui Yin Cheung
Honghan Wu
Socrates Dokos
Teng Zhang
Published in:
EMBC (2020)
Keyphrases
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mri images
deep learning
magnetic resonance imaging
unsupervised learning
medical images
deep architectures
mri brain images
magnetic resonance images
imaging modalities
mri data
weakly supervised
brain tumors
machine learning
medical imaging
magnetic resonance
supervised learning
mr images
brain tissue
low contrast
medical image analysis
computer vision
multiscale
semi supervised
fully automatic
model selection
mental models
image registration
white matter
high resolution
expectation maximization
image processing
decision making
deformable models
data mining