Estimation of Cardiac Time Intervals From the Mechanical Activity of the Heart Using Machine Learning.
Parastoo DehkordiKouhyar TavakolianTe ZhaoVahid ZakeriFarzad Khosrow-KhavarPublished in: CinC (2019)
Keyphrases
- machine learning
- myocardial motion
- left ventricle
- wall motion
- heart disease
- cardiac mri
- electrical activity
- cardiac motion estimation
- beating heart
- magnetic resonance images
- computer vision
- parameter estimation
- electro mechanical
- left ventricular
- machine learning algorithms
- machine learning methods
- information extraction
- cardiac motion
- cardiac magnetic resonance
- cardiac surgery
- long axis
- echocardiographic images
- short axis
- cardiovascular disease
- patient specific
- estimation algorithm
- learning algorithm
- computer science
- knowledge acquisition
- model selection
- fully automatic
- human activities
- cardiac cycle
- statistical methods
- left atrium
- ultrasound images
- text mining
- magnetic resonance
- decision trees
- cardiac imaging
- feature selection
- artificial intelligence
- brain activity