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Document type:
Zeitschriftenaufsatz 
Author(s):
Yu, Shiqing; Drton, Mathias; Promislow, Daniel E. L.; Shojaie, Ali 
Title:
CorDiffViz: an R package for visualizing multi-omics differential correlation networks 
Abstract:
Background: Differential correlation networks are increasingly used to delineate changes in interactions among biomolecules. They characterize differences between omics networks under two different conditions, and can be used to delineate mechanisms of disease initiation and progression. Results: We present a new R package, CorDiffViz, that facilitates the estimation and visualization of differential correlation networks using multiple correlation meas-ures and inference methods. The softwar...    »
 
Keywords:
Correlation networks, Data integration, Differential correlations, Omics, Undirected graphs, Visualization 
Dewey Decimal Classification:
510 Mathematik 
Journal title:
BMC Bioinformatics 
Year:
2021 
Journal volume:
22 
Year / month:
2021-10 
Quarter:
3. Quartal 
Month:
Oct 
Journal issue:
Pages contribution:
1-12 
Language:
en 
Publisher:
Springer Science and Business Media LLC 
E-ISSN:
1471-2105 
Status:
Verlagsversion / published 
Date of publication:
09.10.2021 
Semester:
WS 21-22 
TUM Institution:
Lehrstuhl für Mathematische Statistik 
Format:
Text