Author

Syama Chatterton

Agriculture and Agri-Food CanadaORCID 0000-0001-5278-2903Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genomics· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alexandre MarteliD· 1 shared Cedoljub Bundalovic-TormaiD· 1 shared Darrell DesveauxiD· 1 shared David S. GuttmaniD· 1 shared Maggie A. MiddletoniD· 1 shared Michael Greenberg· 1 shared Pauline W. WangiD· 1 shared Renan N. D. AlmeidaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperGenomics

Alexandre MartelORCID

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1 paper

Recent·Most cited

GenomicsPLoS PathogensPeer-reviewedJul 25, 2022

Predictive Modeling of Pseudomonas syringae Virulence on Bean using Gradient Boosted Decision Trees

Renan N. D. Almeida, Michael Greenberg, Cedoljub Bundalovic-Torma…·David S. Guttman

This paper uses gradient boosted decision trees to predict virulence of Pseudomonas syringae isolates on bean using genomic data, finding that PG3 strains are more host-specific than PG2 strains.

16 citations

bacteria (other)whole-genome sequencing

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