Interactive classification of lung tissue in CT scans by combining prior and interactively obtained training data: A simulation study.
Thessa T. J. P. KockelkornClara I. SánchezJan C. GruttersRui RamosPim A. de JongMax A. ViergeverJosé RamosCornelia Schaefer-ProkopBram van GinnekenPublished in: ICPR (2012)
Keyphrases
- simulation study
- ct scans
- training data
- ct images
- classification accuracy
- computer aided detection
- computed tomography
- x ray
- decision trees
- lung disease
- class labels
- pattern recognition
- training set
- supervised learning
- lung nodules
- computer tomography
- monte carlo
- registration process
- computer aided diagnosis
- ct data
- three dimensional
- machine learning
- classification models
- automated segmentation
- clinical studies
- ct imaging
- region of interest
- feature extraction
- low dose
- text classification
- pulmonary nodules
- learning algorithm
- image reconstruction
- image analysis
- high quality
- feature selection