A Bayesian Classifier for Differentiating Benign versus Malignant Thyroid Nodules using Sonographic Features.
Yueyi I. LiuAya KamayaTerry S. DesserDaniel L. RubinPublished in: AMIA (2008)
Keyphrases
- bayesian classifier
- benign and malignant
- breast cancer
- lung nodules
- digital mammograms
- pulmonary nodules
- bayesian models
- naive bayesian classifier
- pixel classification
- naive bayes
- feature set
- dce mri
- classification accuracy
- computer aided
- feature vectors
- x ray images
- feature space
- feature extraction
- decision trees
- feature selection
- normal tissue
- learning algorithm
- bayesian network classifiers
- receiver operating characteristic
- computer aided diagnosis
- extracted features
- ct images
- support vector machine
- active learning
- prior knowledge
- training set