Author

Alexandra Birkenshaw

University of British ColumbiaORCID 0000-0001-9262-5128Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Binh Tran· 1 shared Colin J. RossiD· 1 shared Ethan Curtis· 1 shared Hussain HaideriD· 1 shared Isaiah O. BetinoliD· 1 shared Jiamin WuiD· 1 shared Jolene P. ReidiD· 1 shared Natalie B. JonesiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Binh Tran

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintAug 13, 2025

Machine Learning Guided Structure Activity Discovery of Polymer Configurations in Lipid Nanoparticles for Kiss-and-Run Endosomal Escape

Jiamin Wu, Xia Qin, Po-Yu Chou…·Shyh‐Dar Li

This paper optimizes lipid nanoparticle polymer configurations for endosomal escape using machine learning, achieving high gene editing efficiency in mice.

DOI 10.1101/2025.08.13.670120

mousebulk RNA-seq

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