The assistant diagnosis system for chronic obstructive pulmonary disease based on random forest with quantitative CT parameters.
Zhangli WuHui ZhaoPing YangBei HeNing ShenPublished in: CoDIT (2022)
Keyphrases
- random forest
- random forests
- decision trees
- chronic obstructive pulmonary disease
- ct images
- feature set
- feature importance
- cancer classification
- medical images
- x ray
- multi label
- ensemble methods
- ensemble learning
- fold cross validation
- image processing
- ensemble classifier
- decision tree learning algorithms
- neural network
- semi supervised
- multi class
- pattern recognition
- feature extraction
- image segmentation
- machine learning