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Network enhancement as a general method to denoise weighted biological networks
- Source :
- Nature Communications, Vol 9, Iss 1, Pp 1-8 (2018)
- Publication Year :
- 2018
- Publisher :
- Nature Portfolio, 2018.
-
Abstract
- Technical noise in experiments is unavoidable, but it introduces inaccuracies into the biological networks we infer from the data. Here, the authors introduce a diffusion-based method for denoising undirected, weighted networks, and show that it improves the performances of downstream analyses.
- Subjects :
- Science
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Volume :
- 9
- Issue :
- 1
- Database :
- Directory of Open Access Journals
- Journal :
- Nature Communications
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.f42c026bf24c03abbdc755b39fedc1
- Document Type :
- article
- Full Text :
- https://doi.org/10.1038/s41467-018-05469-x