Author

Guillaume Miao

McGill University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

AC Peterson· 1 shared Anmar KhadraiD· 1 shared Hooman BagheriiD· 1 shared Nianqi DengiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

AC Peterson

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1 paper

Recent·Most cited

Deep learning-based decoding of axonal ultrastructure in gene-edited mice using electron microscopy imaging

Nianqi Deng, Guillaume Miao, Hooman Bagheri, AC Peterson, Anmar Khadra

The paper develops a machine learning framework to automatically quantify axonal and myelin features in electron microscopy images of gene-edited mice, showing correlations between myelin changes and mitochondrial density.

bioRxiv · Jul 10, 2026 · PreprintNeuroscience