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Integrative clustering of multi-level omics data for disease subtype discovery using sequential double regularization

With the rapid advances in technologies of microarray and massively parallel sequencing, data of multiple omics sources from a large patient cohort are now frequently seen in many consortium studies. Effective multi-level omics data integration has brought new statistical challenges. One important b...

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Bibliografiske detaljer
Udgivet i:Biostatistics
Main Authors: Kim, Sunghwan, Oesterreich, Steffi, Kim, Seyoung, Park, Yongseok, Tseng, George C.
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5255053/
https://ncbi.nlm.nih.gov/pubmed/27549122
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxw039
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