Preliminary study on the application of renal ultrasonography radiomics in the classification of glomerulopathy.
Lijie ZhangZhengguang ChenLei FengLiwei GuoDong LiuJinjin HaiKai QiaoJian ChenBin YanGenyang ChengPublished in: BMC Medical Imaging (2021)
Keyphrases
- preliminary study
- pattern recognition
- classification accuracy
- classification algorithm
- pattern recognition tasks
- decision support
- pattern classification
- model selection
- training set
- feature extraction
- image processing
- feature space
- support vector
- text classification
- real time
- similarity measure
- unsupervised learning
- benchmark datasets
- cross validation
- decision rules
- classification rules
- face recognition
- document classification
- supervised classification
- machine learning