Towards Multiple Kernel Principal Component Analysis for Integrative Analysis of Tumor Samples.

Abstract

Personalized treatment of patients based on tissue-specific cancer subtypes has strongly increased the efficacy of the chosen therapies. Even though the amount of data measured for cancer patients has increased over the last years, most cancer subtypes are still diagnosed based on individual data sources (e.g. gene expression data). We propose an… (More)
DOI: 10.1515/jib-2017-0019

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