An Object-oriented Library for Systematic Training and Comparison of Classifiers for Computer-assisted Tumor Diagnosis from MRSI Measurements.
Frederik O. KasterStephan KassemeyerBernd MerkelOliver NixFred A. HamprechtPublished in: Bildverarbeitung für die Medizin (2010)
Keyphrases
- computer assisted
- training set
- surgical training
- computer aided
- training samples
- training examples
- test set
- training data
- foreign language
- intraoperative
- supervised training
- classifier training
- training process
- training set size
- discriminative classifiers
- trained classifiers
- multi layer perceptron
- image processing
- confusion matrices
- supervised learning
- object oriented
- total knee replacement
- magnetic resonance
- grade students
- machine learning algorithms
- online learning
- decision trees