Article
Revealing cancer subtypes with higher-order correlations applied to imaging and omics data.
BMC medical genomics - 31 Mar 2017
Graim Kiley, Liu Tiffany Ting, Achrol Achal S, Paull Evan O, Newton Yulia, Chang Steven D, Harsh Griffith R, Cordero Sergio P, Rubin Daniel L, Stuart Joshua M
Abstract excerpt
BACKGROUND: Patient stratification to identify subtypes with different disease manifestations, severity, and expected survival time is a critical task in cancer diagnosis and treatment. While stratification approaches using various biomarkers (including high-throughput gene expression measurements) for patient-to-patient comparisons have been successful in elucidating previously unseen subtypes, there remains an...
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