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Open Access
Peer-reviewed
Research Article
BudFinder: A Masked Auto-Encoder vision transformer framework for yeast budding detection and lifespan quantification
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Phuc Nguyen ,
Contributed equally to this work with: Phuc Nguyen, Zahra Mousavi Karimi, Adrian Layer
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Molecular Biology, School of Biological Sciences, University of California, San Diego, La Jolla, California, United States of America
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Zahra Mousavi Karimi ,
Contributed equally to this work with: Phuc Nguyen, Zahra Mousavi Karimi, Adrian Layer
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Bioengineering, University of California, San Diego, La Jolla, California, United States of America
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Adrian Layer ,
Contributed equally to this work with: Phuc Nguyen, Zahra Mousavi Karimi, Adrian Layer
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Molecular Biology, School of Biological Sciences, University of California, San Diego, La Jolla, California, United States of America
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Markus B. Wan,
Roles Data curation, Formal analysis
Affiliation Department of Molecular Biology, School of Biological Sciences, University of California, San Diego, La Jolla, California, United States of America
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Hetian Su,
Roles Data curation, Formal analysis
Affiliation Department of Molecular Biology, School of Biological Sciences, University of California, San Diego, La Jolla, California, United States of America
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Jeff Hasty,
Roles Funding acquisition, Resources, Supervision
Affiliations Department of Molecular Biology, School of Biological Sciences, University of California, San Diego, La Jolla, California, United States of America, Department of Bioengineering, University of California, San Diego, La Jolla, California, United States of America, Synthetic Biology Institute, University of California, San Diego, La Jolla, California, United States of America
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Nan Hao
Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing
* E-mail: nhao@ucsd.edu
Affiliations Department of Molecular Biology, School of Biological Sciences, University of California, San Diego, La Jolla, California, United States of America, Department of Bioengineering, University of California, San Diego, La Jolla, California, United States of America, Synthetic Biology Institute, University of California, San Diego, La Jolla, California, United States of America
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BudFinder: A Masked Auto-Encoder vision transformer framework for yeast budding detection and lifespan quantification
- Phuc Nguyen,
- Zahra Mousavi Karimi,
- Adrian Layer,
- Markus B. Wan,
- Hetian Su,
- Jeff Hasty,
- Nan Hao
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- Published: May 18, 2026
- https://doi.org/10.1371/journal.pcbi.1013700