Detection and Classification of Cardiac Murmurs using Segmentation Techniques and Artificial Neural Networks.
Spencer L. StrunicFernando Rios-GutiérrezRocío Alba-FloresGlenn NordehnStanley BurnsPublished in: CIDM (2007)
Keyphrases
- artificial neural networks
- features extraction
- feature extraction and classification
- image segmentation
- classification accuracy
- decision trees
- segmentation method
- medical images
- segmentation algorithm
- neural network
- image analysis
- level set
- heart disease
- digital mammograms
- wall motion
- cardiac mri
- false positives
- multi layer perceptron
- detection algorithm
- feature vectors
- training set
- feature extraction
- patient specific
- pattern classification
- discriminative classifiers
- computational intelligence
- echocardiographic images
- cardiac mr images
- computed tomography angiography