Author

Peter Humburg

UNSW SydneyORCID 0000-0002-3331-6496Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genomics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Organism:E. coli· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alan KI ChiangiD· 1 shared Alexandra M. YoungiD· 1 shared Ali MazaheriiD· 1 shared Andrew J. FurmaniD· 1 shared Chin Yen TayiD· 1 shared David Anthony SeminowicziD· 1 shared Fang LiuiD· 1 shared Li ZhangiD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperNeuroscience

Alan KI ChiangORCID

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2 papers

Recent·Most cited

GenomicsbioRxivPreprintOct 13, 2025

A Machine Learning Approach Reveals CRISPR-Cas I-F as a Genomic Marker of Antibiotic Susceptibility in Uropathogenic E. coli

Alexandra M. Young, Peter Humburg, Fang Liu…·Li Zhang

DOI 10.1101/2025.10.13.681552

E. coliwhole-genome sequencing

𝕏 PostBluesky

NeurosciencebioRxivPreprintAug 11, 2023

Effects of nicotine compared to placebo gum on sensitivity to pain and mediating effects of peak alpha frequency

Samantha K. Millard, Alan KI Chiang, Peter Humburg…·David Anthony Seminowicz

This study examines how nicotine affects pain sensitivity and whether changes in peak alpha frequency mediate these effects, finding small pain reductions with nicotine but no mediation by PAF changes.

4 citations

humanelectronic health records

𝕏 PostBluesky