Knowledge-Powered Thyroid Nodule Classification with Thyroid Ultrasound Reports.
Ming ZuoHongjin ZhaoMeihuaju HuangDehua ChenPublished in: DASC/PiCom/CBDCom/CyberSciTech (2021)
Keyphrases
- ultrasound images
- medical diagnosis
- knowledge management
- domain knowledge
- expert systems
- image classification
- lung nodules
- classification accuracy
- knowledge base
- pattern recognition
- knowledge acquisition
- feature extraction
- decision rules
- classification algorithm
- automatic classification
- classification models
- support vector
- benchmark datasets
- knowledge representation
- prior knowledge
- classification method
- classification systems
- background knowledge
- classification process
- knowledge based systems
- machine learning algorithms
- support vector machine
- support vector machine svm
- training data
- model selection
- text classification
- data sets
- data mining techniques
- image reconstruction
- decision trees
- ct images
- image processing
- image segmentation
- three dimensional
- feature vectors
- preprocessing
- machine learning