Hierarchical Normalized Cuts: Unsupervised Segmentation of Vascular Biomarkers from Ovarian Cancer Tissue Microarrays.
Andrew JanowczykSharat ChandranRajendra SinghDimitra SasaroliGeorge CoukosMichael D. FeldmanAnant MadabhushiPublished in: MICCAI (1) (2009)
Keyphrases
- ovarian cancer
- unsupervised segmentation
- normalized cut
- image segmentation
- gene selection
- cancer diagnosis
- microarray
- gene expression
- microarray data
- early detection
- segmentation algorithm
- textured images
- brain tissue
- gene expression data
- biologically meaningful
- mass spectra
- high throughput
- mass spectrometry
- blood vessels
- image analysis
- cancer classification
- mean shift
- graph cuts
- microarray datasets
- lung cancer
- high dimensionality
- gene expression profiles
- markov random field
- multiscale
- mri data
- data sets
- gene ontology
- mr images
- color images
- clustering algorithm