Literature survey on multi-omics analysis methods

3rd (Public) Challenge
1

Hi all,

Recently, I came across two nice resources, and I thought to share them with you all here.

  1. Shannon et al provide a comprehensive review of various methods in the field of multi-omics, detailing each step needed to address multi-omics interaction and building prediction model. The authors also delve into core concepts from multimodal machine learning - such as Representation, Alignment, Generation, Transference, Reasoning, and Quantification - to effectively summarize approaches for multi-omics data integration.

    Shannon, C.P., Lee, A.H., Tebbutt, S.J. and Singh, A., 2024. A Commentary on Multi-omics Data Integration in Systems Vaccinology. Journal of molecular biology , 436 (8), p.168522. URL: here

  2. awesome-multi-omics: This GitHub repository is a community-maintained list of software packages for multi-omics data analysis.

Feel free to share any resources that might be useful for expanding the collective knowledge of the CMI-PB community!

Cheers,
Pramod

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