HIGHLIGHTS
- who: Kavran and collaborators from the BioFrontiers Institute, University of Colorado, Boulder, CO, USA have published the research: Denoising large‑scale biological data using network filters, in the Journal: (JOURNAL) of 25/08/2020
- what: The authors show how applying the wrong filter with respect to the underlying biological relationship can lead to increased errors. To test the practical utility of these methods in a more realistic setting, the authors investigate the impact of network filtering on a machine_learning task in which the authors predict changes in human protein expression data when a healthy tissue . . .
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