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More Is Better: Recent Progress in Multi-Omics Data Integration Methods.

Multi-omics data integration is one of the major challenges in the era of precision medicine. Considerable work has been done with the advent of high-throughput studies, which have enabled the data access for downstream analyses. To improve the clinical outcome prediction, a gamut of software tools has been developed. This review outlines the progress done in the field of multi-omics integration and comprehensive tools developed so far in this field. Further, we discuss the integration methods to predict patient survival at the end of the review.

More Is Better: Recent Progress in Multi-Omics Data Integration Methods.

> 商业许可源文 · EUROPE_PMC · [CC-BY](https://creativecommons.org/licenses/by/)

书目信息

  • 引用:Huang S, Chaudhary K, Garmire LX. (2017). More Is Better: Recent Progress in Multi-Omics Data Integration Methods. Frontiers in genetics. PMID 28670325 · PMC5472696 · DOI 10.3389/fgene.2017.00084
  • 证据类型:REVIEW
  • 主题:multi-omics
  • 被引次数(采集时):436
  • 原始记录:[Europe PMC](https://europepmc.org/article/MED/28670325)
  • 来源许可:[CC-BY](https://creativecommons.org/licenses/by/)
  • 作者摘要(按来源许可复用)

    Multi-omics data integration is one of the major challenges in the era of precision medicine. Considerable work has been done with the advent of high-throughput studies, which have enabled the data access for downstream analyses. To improve the clinical outcome prediction, a gamut of software tools has been developed. This review outlines the progress done in the field of multi-omics integration and comprehensive tools developed so far in this field. Further, we discuss the integration methods to predict patient survival at the end of the review.

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    More Is Better: Recent Progress in Multi-Omics Data Integration Methods. · GeniOmics