Author

Madan Krishnamurthy

Elanco (United States)

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

Signature Assays, Organisms & Methods

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Assay:metagenomics· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Research Focus:imputation· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Germán PlataiD· 2 shared Lukas HerroniD· 2 shared Purushottam D. DixitiD· 2 shared Alyssa VollandiD· 1 shared Dwi SusantiiD· 1 shared Karthik Srinivasan· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 13 mutual co-author links

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2 shared papersSystems Biology

Germán PlataORCID

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2 papers

Recent·Most cited

Designing host-associated microbiomes using the consumer/resource model

Germán Plata, Karthik Srinivasan, Madan Krishnamurthy, Lukas Herron, Purushottam D. Dixit

This paper introduces a generative model based on the consumer/resource framework to design host-associated microbiomes that correspond to desired host phenotypes and vice versa.

mSystems · Dec 9, 2024Peer-reviewedSystems Biology

SMbiot: A Shared Latent Model for Microbiomes and their Hosts

Madan Krishnamurthy, Lukas Herron, Dwi Susanti, Alyssa Volland, Germán Plata, Purushottam D. Dixit

SMbiot identifies low-dimensional latent variables that capture host-microbiome associations and predicts missing metadata or community compositions.

bioRxiv · Oct 28, 2022 · PreprintSystems Biology