A Combined Multi-scale Deep Learning and Random Forests Approach for Direct Left Ventricular Volumes Estimation in 3D Echocardiography.
Suyu DongGongning LuoGuanxiong SunKuanquan WangHenggui ZhangPublished in: CinC (2016)
Keyphrases
- random forests
- deep learning
- left ventricular
- left ventricle
- multiscale
- motion analysis
- random forest
- cardiac cycle
- decision trees
- unsupervised learning
- logistic regression
- ensemble methods
- mri data
- machine learning algorithms
- machine learning
- fully automatic
- mental models
- image analysis
- image sequences
- motion tracking
- image segmentation
- natural images
- feature selection
- real world