Author

James P. Bohnslav

Harvard UniversityORCID 0000-0002-9359-8907Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Adam D. KashlaniD· 1 shared Christopher D. HarveyiD· 1 shared Clifford J. WoolfiD· 1 shared David A. YarmolinskyiD· 1 shared Kelsey J. ClausingiD· 1 shared Lauren L. OreficeiD· 1 shared M Eugenia ChiappeiD· 1 shared Nivanthika K. WimalasenaiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Adam D. KashlanORCID

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Author profile →

1 paper

Recent·Most cited

DeepEthogram: a machine learning pipeline for supervised behavior classification from raw pixels

James P. Bohnslav, Nivanthika K. Wimalasena, Kelsey J. Clausing, Yu Dai, David A. Yarmolinsky, Tomás L. Cruz, Adam D. Kashlan, M Eugenia Chiappe, Lauren L. Orefice, Clifford J. Woolf, Christopher D. Harvey

DeepEthogram uses machine learning to automatically classify animal behaviors from video frames with high accuracy, reducing manual effort and increasing reproducibility.

eLife · Sep 2, 2021Peer-reviewedNeuroscience