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Sparse sampling and unsupervised learning of lung texture patterns in pulmonary emphysema: MESA COPD study.
Yrjö Tapio Hame
Elsa D. Angelini
Megha A. Parikh
Benjamin M. Smith
Eric A. Hoffman
R. Graham Barr
Andrew F. Laine
Published in:
ISBI (2015)
Keyphrases
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unsupervised learning
ct scans
texture patterns
training data
pattern recognition
ct images
lung disease
chronic obstructive pulmonary disease
multiscale
color images
dimensionality reduction
x ray
texture features
texture analysis
sparse sampling