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omicsNPC: Applying the Non-Parametric Combination Methodology to the Integrative Analysis of Heterogeneous Omics Data.

Nestoras KarathanasisIoannis TsamardinosVincenzo Lagani
Published in: PloS one (2016)
The omicsNPC function competitively behaves in all comparisons conducted in this study. Taking into account that the method (i) requires minimal assumptions, (ii) it can be used on different studies designs and (iii) it captures the dependences among heterogeneous data modalities, omicsNPC provides a flexible and statistically powerful solution for the integrative analysis of different omics data.
Keyphrases
  • electronic health record
  • big data
  • single cell
  • network analysis
  • artificial intelligence