Breast Density Segmentation: A Comparison of Clustering and Region Based Techniques.
Albert TorrentAnton BarderaArnau OliverJordi FreixenetImma BoadaMiguel FeixesRobert MartiXavier LladóJosep PontElsa PérezSalvador PedrazaJoan MartíPublished in: Digital Mammography / IWDM (2008)
Keyphrases
- image segmentation
- k means
- clustering algorithm
- unsupervised clustering
- segmentation algorithm
- level set
- pectoral muscle
- clustering method
- breast tissue
- region matching
- region growing
- multiscale
- cluster analysis
- spectral clustering
- segmentation accuracy
- arbitrary shape
- shape prior
- density based clustering algorithm
- binary partition tree
- image segmentations
- normalized cut
- hierarchical clustering
- quantitative evaluation
- fully unsupervised
- self organizing maps
- segmentation method
- unsupervised learning
- medical images
- breast mri
- data points
- image processing
- computer aided diagnosis
- fuzzy clustering
- fully automatic
- medical imaging
- dce mri