Direct full quantification of the left ventricle via multitask regression and classification.
Xiaoying HuangYun TianShifeng ZhaoTao LiuWei WangQingjun WangPublished in: Appl. Intell. (2021)
Keyphrases
- left ventricle
- multi task
- wall motion
- maximum entropy discrimination
- support vector
- fully automatic
- model selection
- multitask learning
- machine learning
- supervised learning
- image classification
- pattern recognition
- cardiac mr images
- text classification
- multi task learning
- decision trees
- training set
- unsupervised learning
- learning tasks
- feature vectors
- long axis
- regression model
- neural network
- classification accuracy
- image analysis
- transfer learning
- mr images
- feature extraction
- gaussian processes
- left ventricular
- image processing
- feature selection
- text mining