Back to search

Article

Network Enhancement: a general method to denoise weighted biological networks

2018-05-09

Abstract excerpt

Networks are ubiquitous in biology where they encode connectivity patterns at all scales of organization, from molecular to the biome. However, biological networks are noisy due to the limitations of technology used to generate them as well as inherent variation within samples. The presence of high levels of noise can hamper discovery of patterns and dynamics encapsulated by these networks. Here we propose Network...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
3dc81f50-f107-50f1-b5ce-0c83bf2ce45c
DOI
10.1101/317941
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Network Enhancement: a general method to denoise weighted biological networksDOI 10.1101/317941
Select a neighboring publication to make it the new centre.