Author

Ravali Theegala

The Alfred HospitalORCID 0009-0001-4134-7102Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Anna G. GreeniD· 1 shared Anton Y. PelegiD· 1 shared David L. DoweiD· 1 shared Gnei Z. Badoordeen· 1 shared Hoai-An NguyeniD· 1 shared Jessica A. WisniewskiiD· 1 shared Jiangning SongiD· 1 shared Luke V. BlakewayiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Anna G. GreenORCID

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1 paper

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

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