Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features.
Kevin KeraudrenBernhard KainzOzan OktayVanessa KyriakopoulouMary A. RutherfordJoseph V. HajnalDaniel RueckertPublished in: MICCAI (3) (2015)
Keyphrases
- random forests
- medical images
- random forest
- decision trees
- feature set
- feature space
- regression forests
- medical imaging
- feature extraction
- steerable filters
- logistic regression
- anatomical structures
- machine learning algorithms
- tree ensembles
- magnetic resonance images
- image features
- genetic programming
- image classification
- classification accuracy
- high resolution
- training set