Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain.
Junming ShaoKlaus HahnQinli YangChristian BöhmAfra M. WohlschlägerNicholas MyersClaudia PlantPublished in: ICDM Workshops (2010)
Keyphrases
- human brain
- white matter
- density based clustering
- diffusion tensor imaging
- fiber bundles
- diffusion tensor images
- information processing
- diffusion tensor
- mri data
- fiber tracts
- brain images
- gray matter
- categorical data
- similarity measure
- arbitrary shape
- corpus callosum
- high efficiency
- database systems
- functional magnetic resonance imaging
- clustering algorithm
- magnetic resonance images
- similarity metric
- brain tissue
- tensor field
- image denoising
- outlier detection
- distance measure
- image registration
- image data