Author

Christopher A. Elkins

Centers for Disease Control and PreventionORCID 0000-0002-6029-9812Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Akshay AgarwaliD· 1 shared Alison Laufer HalpiniD· 1 shared Alyssa G. KentiD· 1 shared Ed SeaboltiD· 1 shared James H. KaufmaniD· 1 shared Kristen L. BeckiD· 1 shared L. Clifford McDonaldiD· 1 shared Susannah L. McKayiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperMicrobiology

Akshay AgarwalORCID

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1 paper

Recent·Most cited

MicrobiologyCommunications BiologyPeer-reviewedApr 17, 2025

Commensal or pathogen: computational vectorizing microbial genomes for de novo risk assessment and virulence feature discovery in Klebsiella pneumoniae

Kristen L. Beck, Akshay Agarwal, Alison Laufer Halpin…·Ed Seabolt

This paper predicts virulence in Klebsiella pneumoniae using expanded gene function discoveries and machine learning, achieving higher accuracy than traditional methods.

4 citations

humanwhole-genome sequencing

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