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Integrative Sparse K-Means With Overlapping Group Lasso in Genomic Applications for Disease Subtype Discovery

Cancer subtypes discovery is the first step to deliver personalized medicine to cancer patients. With the accumulation of massive multi-level omics datasets and established biological knowledge databases, omics data integration with incorporation of rich existing biological knowledge is essential fo...

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Bibliografiske detaljer
Udgivet i:Ann Appl Stat
Main Authors: Huo, Zhiguang, Tseng, George
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5613668/
https://ncbi.nlm.nih.gov/pubmed/28959370
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/17-AOAS1033
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