Cluster analysis of dynamic cerebral contrast-enhanced perfusion MRI time-series.
Axel WismüllerAnke Meyer-BäseOliver LangeMaximilian F. ReiserGerda L. LeinsingerPublished in: IEEE Trans. Medical Imaging (2006)
Keyphrases
- cluster analysis
- contrast enhanced
- mr images
- mr imaging
- mri data
- contrast agent
- blood flow
- carotid artery
- magnetic resonance
- breast mri
- magnetic resonance imaging
- clustering method
- medical images
- computed tomography
- clustering algorithm
- dce mri
- k means
- unsupervised learning
- magnetic resonance images
- manual segmentation
- contrast enhancement
- cerebral blood flow
- brain tumors
- data analysis
- fully automatic
- magnetic resonance angiography
- patient specific
- nonrigid registration
- ct data
- deformation field
- image data
- data mining
- intraoperative
- phase contrast
- pre operative
- accurate segmentation
- brain images
- medical imaging
- feature extraction
- image processing