Author

Elco Bakker

University of Edinburgh

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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Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Organism:yeast· 2 Approach:Bayesian inference· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:experimental assay· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Peter S. SwainiD· 2 shared Matthew M. CraneiD· 1 shared

Activity by Year

2017-2019 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersSystems Biology

Peter S. SwainORCID

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2 papers

Recent·Most cited

Estimating numbers of fluorescent molecules in single cells by analysing fluctuations in photobleaching

Elco Bakker, Peter S. Swain

The paper develops an algorithm to estimate fluorescent molecule numbers in single cells using photobleaching fluctuations, validated in yeast with Bayesian inference and noise modeling.

Scientific Reports · Oct 23, 2019Peer-reviewedSystems Biology

Morphologically Constrained and Data Informed Cell Segmentation of Budding Yeast

Elco Bakker, Peter S. Swain, Matthew M. Crane

The paper introduces DISCO, a cell segmentation framework for microfluidic devices that improves tracking and segmentation by incorporating physical constraints and morphology, showing better performance than existing software.

Bioinformatics · Sep 3, 2017Peer-reviewedBioinformatics