Author

Isabelle Berger

National Institutes of Health

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Bioinformatics· 1

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Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Brian OliveriD· 1 shared Hangnoh LeeiD· 1 shared Justin M. FeariD· 1 shared Teresa M. PrzytyckaiD· 1 shared Yijie WangiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperBioinformatics

Brian OliverORCID

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1 paper

Recent·Most cited

Reconstruction of Gene Regulatory Networks by integrating biological model and a recommendation system

Yijie Wang, Justin M. Fear, Isabelle Berger, Hangnoh Lee, Brian Oliver, Teresa M. Przytycka

The paper introduces NetREX-CF, a method combining collaborative filtering and sparse network component analysis to reconstruct gene regulatory networks, outperforming existing methods.

Lecture notes in computer science · Jan 1, 2020Peer-reviewedBioinformatics