Principal Component Analysis for the Classification of Cardiac Motion Abnormalities Based on Echocardiographic Strain and Strain Rate Imaging.
Mahdi TabassianMartino AlessandriniLuca De MarchiGuido MasettiNicholas CauwenberghsTatiana KouznetsovaJan D'hoogePublished in: FIMH (2015)
Keyphrases
- cardiac motion
- subject specific
- principal component analysis
- magnetic resonance
- beating heart
- motion field
- heart motion
- left ventricular
- pattern recognition
- feature space
- medical images
- cardiac imaging
- dimensionality reduction
- computer vision
- mr images
- cardiac cycle
- image analysis
- feature selection
- mri data
- model selection
- feature extraction
- abnormality detection
- face recognition