Echo Doppler Flow Classification and Goodness Assessment with Convolutional Neural Networks.
Ghada ZamzmiLi-Yueh HsuWen LiVandana SachdevSameer K. AntaniPublished in: ICMLA (2019)
Keyphrases
- convolutional neural networks
- classification accuracy
- image classification
- automatic classification
- pattern recognition
- decision trees
- feature selection
- feature extraction
- classification process
- model selection
- support vector
- classification rate
- classification algorithm
- support vector machine
- feature vectors
- supervised learning
- support vector machine svm
- class labels
- pattern classification
- quality assessment
- image processing
- flow patterns
- machine learning
- decision rules
- coarse to fine
- training set
- preprocessing
- training data