Processing and analyzing omics data from genomics, transcriptomics, proteomics, and metabolomics platforms. It provides functions for preprocessing, normalization, visualization, and statistical analysis, as well as machine learning algorithms for predictive modeling. 'omicsTools' is an essential tool for researchers working with high-throughput omics data in fields such as biology, bioinformatics, and medicine.The QC-RLSC (quality controlâbased robust LOESS signal correction) algorithm is used for normalization. Dunn et al. (2011) <doi:10.1038/nprot.2011.335>.
Version: 1.0.5 Imports: bs4Dash, config (≥ 0.3.1), dplyr, DT, golem (≥ 0.3.5), magrittr, readr, shiny (≥ 1.7.2), tibble Suggests: spelling, testthat (≥ 3.0.0) Published: 2023-07-03 DOI: 10.32614/CRAN.package.omicsTools Author: Yaoxiang Li [cre, aut], Zihao Zhang [aut], Meth Jayatilake [aut], Amrita Cheema [aut] Maintainer: Yaoxiang Li <liyaoxiang at outlook.com> BugReports: https://github.com/YaoxiangLi/omicsTools/issues License: MIT + file LICENSE URL: https://github.com/YaoxiangLi/omicsTools NeedsCompilation: no Materials: README NEWS CRAN checks: omicsTools results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=omicsTools to link to this page.
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