Robuta

https://www.preprints.org/manuscript/202302.0405
Deep learning has already revolutionised the way we process a wide range of data, in many areas of our daily life. The ability to learn abstractions and...
omics data analysisdeep learningpromise
https://www.frontiersin.org/journals/bioinformatics/articles/10.3389/fbinf.2024.1395981/full
We present a tool for multi-omics data analysis that enables simultaneous visualization of up to four types of omics data on organism-scale metabolic network...
visual analysisfrontiersmultiomicsdata
https://www.frontiersin.org/journals/genetics/articles/10.3389/fgene.2024.1489694/full
Sparse canonical correlation analysis (sCCA) has been a useful approach for integrating different high-dimensional datasets by finding a subset of correlated...
canonical correlationmicrobiome multifrontiersstructureadaptive