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Identification of multidimensional Boolean patterns in microbial communities.

George GolovkoKhanipov KamilLevent AlbayrakAnna M NiaRenato Salomon Arroyo DuarteSergei ChumakovYuriy Fofanov
Published in: Microbiome (2020)
The presented study suggested that search for Boolean patterns in the microbial abundance data needs to be pattern specific. The reported presence of multidimensional patterns (which cannot be reduced to a combination of two-dimensional patterns) suggests that multidimensional (multi-organism) relations may play important roles in the organization of microbial communities, and their detection (and appropriate visualization) may lead to a deeper understanding of the organization and dynamics of microbial communities. Video Abstract.
Keyphrases
  • big data
  • antibiotic resistance genes
  • deep learning
  • bioinformatics analysis