High-Throughput Biomarker Segmentation on Ovarian Cancer Tissue Microarrays via Hierarchical Normalized Cuts.
Andrew JanowczykSharat ChandranRajendra SinghDimitra SasaroliGeorge CoukosMichael D. FeldmanAnant MadabhushiPublished in: IEEE Trans. Biomed. Eng. (2012)
Keyphrases
- high throughput
- mass spectrometry
- normalized cut
- ovarian cancer
- microarray
- mass spectrometry data
- mass spectra
- image segmentation
- gene expression data
- proteomic data
- genome wide
- spectral clustering
- biological data
- systems biology
- graph partitioning
- graph cuts
- mean shift
- microarray data
- gene selection
- clustering algorithm
- genomic data
- protein protein interactions
- gene expression
- data acquisition
- cancer diagnosis
- image analysis
- gene ontology
- k means
- high dimensionality
- highly correlated
- real time
- medical images
- monitoring system
- similarity measure