Author

Avery Billo

Oregon Health & Science UniversityORCID 0009-0008-6810-4806Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Immunology· 1 Synthetic Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Assay:scRNA-seq· 1 Research Focus:sequence-to-function modeling· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Amy E. MoraniD· 1 shared Anisha B. PateliD· 1 shared Anissa BenabbasiD· 1 shared Calin PlesaiD· 1 shared Fiorinda F. MuhajiD· 1 shared Jason M. SchenkeliD· 1 shared Kristen E. PaukeniD· 1 shared Kristen N. RichardsiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperImmunology

Amy E. MoranORCID

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2 papers

Recent·Most cited

ImmunologybioRxivPreprintMay 28, 2026

IGF1 modulates lesional skin inflammation in checkpoint inhibitor-induced lichen planus

Noah I. Hornick, Avery Billo, Rosalyn M. Fey…·Amy E. Moran

This study identifies distinct transcriptional features in fibroblasts and myeloid cells of ICI-LP compared to LP, highlighting differences in IGF1, JAK-STAT, and interferon pathways.

DOI 10.64898/2026.05.27.726087

humanscRNA-seq

𝕏 PostBluesky

Synthetic BiologybioRxivPreprintMar 2, 2026

High Diversity Gene Libraries Facilitate Machine Learning Guided Exploration of Fluorescent Protein Sequence Space

Anissa Benabbas, Phillip Kearns, Avery Billo…·Calin Plesa

This study shows that expanding training data diversity with synthetic gene libraries improves machine learning models' ability to generate functional fluorescent proteins beyond natural sequence space.

1 citation

protein sequencemachine learning (classical)

𝕏 PostBluesky