Author

Luke V. Blakeway

The Alfred HospitalORCID 0000-0002-9266-7827Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1 Genomics· 1 Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Assay:whole-genome sequencing· 2 Organism:bacteria (other)· 1 Approach:experimental assay· 1 Approach:graph neural network· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Anton Yariv PelegiD· 2 shared Nenad MaćešićiD· 2 shared Adam W. J. JenneyiD· 1 shared Anna G. GreeniD· 1 shared Avindya Perera· 1 shared David L. DoweiD· 1 shared Denis KorneeviD· 1 shared Dinesh SubediiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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2 shared papersGenomics

Anton Yariv PelegORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

GenomicsNature CommunicationsPeer-reviewedMar 6, 2026

AMR-GNN: A multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction

Hoai-An Nguyen, Anton Y. Peleg, Jessica A. Wisniewski…·Nenad Maćešić

AMR-GNN predicts antimicrobial resistance using a graph neural network framework that integrates multiple genomic representations from whole-genome sequencing data.

11 citationstop 1%

bacteria (other)whole-genome sequencing

𝕏 PostBluesky

MicrobiologyNature MicrobiologyPeer-reviewedSep 24, 2025

Rational Design of Frontline Institutional Phage Cocktail for the Treatment of Nosocomial Enterobacter cloacae Complex Infections

Dinesh Subedi, Fernando L. Gordillo Altamirano, Rylee Deehan…·Jeremy J. Barr

The paper develops a phage cocktail, Entelli-02, effective against multidrug-resistant Enterobacter cloacae complex strains with 99% coverage and 92% efficacy in a hospital strain collection.

33 citationstop 1%

experimental assaydrug response / drug discovery

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Genetic & Genomic MedicineGenome MedicinePeer-reviewedAug 23, 2022

ESBL plasmids in Klebsiella pneumoniae: diversity, transmission, and contribution to infection burden in the hospital setting

Jane Hawkey, Kelly L. Wyres, Louise M. Judd…·Kathryn E. Holt

The paper identifies a plasmid (Plasmid A) that transmitted four times into different Klebsiella lineages, causing 50% of ESBL episodes and persisting for 3-6 years, contributing to 21% of ESBL+ infections.

61 citationstop 3%

whole-genome sequencingstatistical model

𝕏 PostBluesky