Automated Quantitative Analysis of Capnogram Shape for COPD-Normal and COPD-CHF Classification.
Rebecca J. MieloszykGeorge C. VergheseKenneth DeitchBrendan CooneyAbdullah KhalidMilciades A. Mirre-GonzalezThomas HeldtBaruch S. KraussPublished in: IEEE Trans. Biomed. Eng. (2014)
Keyphrases
- quantitative analysis
- qualitative analysis
- automated classification
- chronic obstructive pulmonary disease
- qualitative evaluation
- support vector
- qualitative and quantitative analysis
- feature selection
- classification accuracy
- support vector machine svm
- brain structures
- shape classification
- pattern recognition
- pattern spectra
- text classification
- feature space
- pattern classification
- cancer cells
- automatic classification
- decision trees
- image classification
- supervised learning
- feature vectors
- machine learning
- cell segmentation
- classification method
- shape representation
- shape matching
- ct images
- class labels
- feature set
- image analysis
- feature extraction
- computer vision