Automated quantification of brain magnetic resonance image hyperintensities using hybrid clustering and knowledge-based methods.
Karen M. GoscheRobert P. VelthuizenF. Reed MurtaghJohn A. ArringtonWilliam W. GrossJames A. MortimerLaurence P. ClarkePublished in: Int. J. Imaging Syst. Technol. (1999)
Keyphrases
- magnetic resonance images
- computer vision
- machine learning methods
- benchmark datasets
- preprocessing
- empirical studies
- significant improvement
- computational cost
- high dimensional data
- information retrieval
- data sets
- dimensionality reduction
- k means
- clustering method
- pattern recognition
- three dimensional
- outlier detection
- clustering algorithm