Author

Michael PH Stumpf

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Systems Biology· 2 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 3 Assay:bulk RNA-seq· 1 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Organism:E. coli· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Paul DW Kirk· 2 shared Adam L MacLean· 1 shared Justina Žurauskienė· 1 shared Oleg Lenive· 1 shared Paul Kirk· 1 shared

Activity by Year

2015-2015 · peak 3/yr

Co-Author Collaboration Network

5 top collaborators · 3 mutual co-author links

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2 shared papersSystems Biology

Paul DW Kirk

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3 papers

Recent·Most cited

Inferring extrinsic noise from single-cell gene expression data using Approximate Bayesian Computation.

Oleg Lenive, Paul DW Kirk, Michael PH Stumpf

The paper infers reaction rate parameters and extrinsic noise in gene expression models using approximate Bayesian computation and single-cell data from Escherichia coli.

bioRxiv · Oct 29, 2015Systems Biology

A Graph Theoretical Approach to Data Fusion

Justina Žurauskienė, Paul DW Kirk, Michael PH Stumpf

The paper introduces a scalable data fusion method using graph theory and Bayesian approaches, demonstrating its application on genomic datasets.

bioRxiv · Aug 21, 2015Bioinformatics

Cellular Population Dynamics Control the Robustness of the Stem Cell Niche

Adam L MacLean, Paul Kirk, Michael PH Stumpf

This study uses mathematical models to show that stem cell niche feedback increases stability and robustness in cell population dynamics, regardless of niche complexity.

bioRxiv · Jul 2, 2015Systems Biology