Author

Georgios B. Giannakis

University of MinnesotaORCID 0000-0002-0196-0260Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Chen WangiD· 1 shared Feng Gao· 1 shared Gennaro D’UrsoiD· 1 shared Xiaodong CaiiD· 1 shared

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2019-2019 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Chen WangORCID

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1 paper

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BioinformaticsBMC BioinformaticsPeer-reviewedMay 2, 2019

Efficient Proximal Gradient Algorithm for Inference of Differential Gene Networks

Chen Wang, Feng Gao, Georgios B. Giannakis…·Xiaodong Cai

This paper introduces ProGAdNet, a proximal gradient algorithm for joint inference of differential gene networks, showing improved accuracy and speed over existing methods in identifying network changes in breast cancer data.

5 citations

humanbulk RNA-seq

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