An integrated classifier for computer-aided diagnosis of colorectal polyps based on random forest and location index strategies.
Yifan HuHao HanWei ZhuLihong C. LiPerry J. PickhardtZhengrong LiangPublished in: Medical Imaging: Computer-Aided Diagnosis (2016)
Keyphrases
- random forest
- computer aided diagnosis
- feature set
- fold cross validation
- decision trees
- computer aided
- medical images
- ensemble classifier
- random forests
- breast cancer
- ensemble learning
- lesion detection
- image analysis
- cad systems
- medical imaging
- multi label
- feature space
- training data
- ensemble methods
- classification accuracy
- training set
- logistic regression
- feature selection
- decision tree learning algorithms
- lung nodules
- feature extraction
- learning algorithm
- class labels
- pulmonary nodules
- pattern recognition
- ct scans
- support vector
- bayesian classifier
- svm classifier
- image features
- support vector machine
- high dimensional
- computer vision