Author

Kui Qian

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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Neuroscience· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Alexander Groisman· 1 shared Beth FriedmaniD· 1 shared David KleinfeldiD· 1 shared Fan WangiD· 1 shared Jun TakatohiD· 1 shared Yoav FreundiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Alexander Groisman

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1 paper

Recent·Most cited

CellBoost: A pipeline for machine assisted annotation in neuroanatomy

Kui Qian, Beth Friedman, Jun Takatoh, Alexander Groisman, Fan Wang, David Kleinfeld, Yoav Freund

CellBoost reduces annotation labor in neuroanatomy by combining human judgment and machine learning, achieving accuracy comparable to human agreement while decreasing time by up to ten-fold.

AI Open · Jan 1, 2024Peer-reviewedNeuroscience