Author

Mark Walterfang

The Royal Melbourne HospitalORCID 0000-0002-1389-3691Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrew B. MunkacsiiD· 1 shared Eliatan NiktabiD· 1 shared Ingrid WinshipiD· 1 shared Paul H. AtkinsoniD· 1 shared Stephen L. SturleyiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Andrew B. MunkacsiORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 18, 2023

Ordinary differential equations to construct invertible generative models of cell type and tissue-specific regulatory networks

Eliatan Niktab, Paul H. Atkinson, Mark Walterfang…·Andrew B. Munkacsi

The paper introduces NS-DIMCORN, a generative model using ODEs to reconstruct gene regulatory networks from scRNA-seq data, outperforming existing methods in accuracy.

1 citation

scRNA-seqstatistical model

𝕏 PostBluesky