A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification.
Keelin MurphyBram van GinnekenArnold M. R. SchilhamBartjan de HoopH. A. GietemaMathias ProkopPublished in: Medical Image Anal. (2009)
Keyphrases
- k nearest neighbour
- chest ct
- nodule detection
- lung nodules
- knn
- automatic detection
- support vector machine
- information gain
- ct images
- lung cancer
- nearest neighbour
- decision trees
- active shape model
- multi layer perceptron
- text classification
- support vector
- vessel enhancement
- low dose
- pattern recognition
- feature extraction
- classification accuracy
- preprocessing
- computer aided diagnosis
- x ray images
- image analysis
- mutual information