Author

Ran Nathan

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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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Jiayun Wang· 1 shared Kaitlyn M Gaynor· 1 shared Mohammad Sadegh Norouzzadeh· 1 shared Oliver Muellerklein· 1 shared Rauri C K Bowie· 1 shared Stella X Yu· 1 shared Wayne M Getz· 1 shared Zhongqi Miao· 1 shared

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperEcology

Jiayun Wang

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1 paper

Recent·Most cited

A comparison of visual features used by humans and machines to classify wildlife

Zhongqi Miao, Kaitlyn M Gaynor, Jiayun Wang, Ziwei Liu, Oliver Muellerklein, Mohammad Sadegh Norouzzadeh, Rauri C K Bowie, Ran Nathan, Stella X Yu, Wayne M Getz

This paper compares visual features used by humans and machines to classify 20 African wildlife species using CNNs, showing some similarity but not complete agreement.

bioRxiv · Oct 25, 2018 · PreprintEcology