Author

Demetrius DiMucci

Boston UniversityORCID 0000-0003-1763-5013Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:gene regulatory network inference· 2 Organism:human· 2 Assay:metagenomics· 2 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Organism:E. coli· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Daniel SegrèiD· 2 shared Mark KoniD· 2 shared

Activity by Year

2018-2021 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersSystems Biology

Daniel SegrèORCID

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2 papers

Recent·Most cited

Systems BiologyFrontiers in Molecular BiosciencesPeer-reviewedJun 17, 2021

BowSaw: inferring higher-order trait interactions associated with complex biological phenotypes

Demetrius DiMucci, Mark Kon, Daniel Segrè

BowSaw identifies high-order trait interactions linked to complex phenotypes using random forest structure, revealing microbial combinations associated with Crohn's disease.

3 citations

humanmetagenomics

𝕏 PostBluesky

BioinformaticsmSystemsPeer-reviewedOct 29, 2018

Machine learning reveals missing edges and putative interaction mechanisms in microbial ecosystem networks

Demetrius DiMucci, Mark Kon, Daniel Segrè

The paper uses machine learning to infer missing edges and interaction mechanisms in microbial networks using trait-level data.

71 citations

E. colihuman

𝕏 PostBluesky