2020
DOI: 10.1101/2020.07.22.163949
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Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer

Abstract: MotivationTo better understand the molecular features of cancers, a comprehensive analysis using multi-omics data has been conducted. Additionally, a pathway activity inference method has been developed to facilitate the integrative effects of multiple genes. In this respect, we have recently proposed a novel integrative pathway activity inference approach, iDRW, and demonstrated the effectiveness of the method with respect to dichotomizing two survival groups. However, there were several limitations, such as … Show more

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