Diagnosis of thyroid nodules for ultrasonographic characteristics indicative of malignancy using random forest.
Dan ChenJun HuMei ZhuNiansheng TangYang YangYuran FengPublished in: BioData Min. (2020)
Keyphrases
- random forest
- medical diagnosis
- random forests
- decision trees
- computer aided diagnosis
- feature set
- ensemble methods
- fold cross validation
- ensemble learning
- multi label
- medical images
- cancer classification
- ct images
- base classifiers
- receiver operating characteristic
- multi class
- rotation forest
- breast cancer
- ensemble classifier
- image classification
- pairwise
- data mining
- pulmonary nodules
- cad systems
- feature importance
- neural network