Data Mining with Decision Trees and Neural Networks for Calcification Detection in Mammograms.
Beatriz A. FloresJesus A. GonzalezPublished in: MICAI (2004)
Keyphrases
- decision trees
- neural network
- data mining
- data mining methods
- decision tree induction
- digital mammograms
- rule induction
- detection method
- object detection
- pattern recognition
- machine learning
- decision rules
- detection algorithm
- digitized mammograms
- knowledge discovery
- fuzzy decision trees
- false alarms
- automatic detection
- computer aided diagnosis
- data mining applications
- neural network model
- association rules
- self organizing maps
- mammogram images
- naive bayes
- data mining techniques
- soft computing
- association rule mining
- microcalcification clusters
- knowledge discovery in databases
- data analysis
- mammographic images
- data mining models
- detection of clustered microcalcifications
- training process
- risk management
- computer aided
- data mining algorithms
- fault diagnosis
- false positives
- text mining
- artificial neural networks