An intelligent classifier for prognosis of cardiac resynchronization therapy based on speckle-tracking echocardiograms.
Pei-Kuang ChaoChun-Li WangHsiao-Lung ChanPublished in: Artif. Intell. Medicine (2012)
Keyphrases
- ultrasound images
- therapy planning
- left ventricle
- wall motion
- patient specific
- heart motion
- tagged mri
- myocardial infarction
- cardiac motion
- beating heart
- particle filter
- heart wall
- cardiac cycle
- training data
- kalman filter
- feature selection
- image analysis
- support vector machine
- feature space
- mr imaging
- real time
- speckle noise
- visual tracking
- appearance model
- training set
- decision trees
- learning algorithm
- motion tracking
- left ventricular
- object tracking
- mean shift
- contrast enhancement
- low contrast
- magnetic resonance imaging
- fully automatic
- class labels
- feature set
- support vector
- image sequences