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Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting.
Jing Li
Yi Wang
Baiying Lei
Jie-Zhi Cheng
Jing Qin
Tianfu Wang
Shengli Li
Dong Ni
Published in:
IEEE J. Biomed. Health Informatics (2018)
Keyphrases
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random forest
ultrasound images
ellipse fitting
random forests
decision trees
feature importance
feature set
ensemble learning
ensemble methods
multi label
decision tree learning algorithms
rotation forest
fold cross validation
multiscale
higher order
nearest neighbor
high dimensional
image processing
data sets