NEMix: single-cell nested effects models for probabilistic pathway stimulation.

Nested effects models have been used successfully for learning subcellular networks from high-dimensional perturbation effects that result from RNA interference (RNAi) experiments. Here, we further develop the basic nested effects model using high-content single-cell imaging data from RNAi screens o...

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Bibliographic Details
Main Authors: Juliane Siebourg-Polster, Daria Mudrak, Mario Emmenlauer, Pauli Rämö, Christoph Dehio, Urs Greber, Holger Fröhlich, Niko Beerenwinkel
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-04-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4400057?pdf=render