Author

D. Carlsmith

University of Wisconsin–MadisonORCID 0000-0003-0614-2934Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Gebbiena M. BroniD· 1 shared Lennart J. JusteniD· 1 shared Lyric C. BartholomayiD· 1 shared Susan M. PaskewitziD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Gebbiena M. BronORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedDec 2, 2021

Identification of public submitted tick images: a neural network approach

Lennart J. Justen, D. Carlsmith, Susan M. Paskewitz…·Gebbiena M. Bron

This paper develops a deep learning model to identify tick species from images, achieving 87.8% accuracy but underperforming experts due to image quality issues.

19 citations

imagingdeep learning

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