Author

Adrian Layer

University of California San Diego

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Assay:imaging· 1 Organism:yeast· 1

Frequent Co-Authors

Hetian Su· 1 shared Jeff HastyiD· 1 shared Markus Wan· 1 shared Nan HaoiD· 1 shared Phuc NguyeniD· 1 shared Zahra Mousavi KarimiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperSystems Biology

Hetian Su

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1 paper

Recent·Most cited

BudFinder: A Masked Auto-Encoder Vision Transformer Framework for Yeast Budding Detection

Phuc Nguyen, Zahra Mousavi Karimi, Adrian Layer, Markus Wan, Hetian Su, Jeff Hasty, Nan Hao

BudFinder uses a masked auto-encoder to detect yeast cell divisions with minimal training data, reducing manual labeling by over five-fold while maintaining accuracy.

bioRxiv · Nov 4, 2025 · PreprintSystems Biology