Author

S. P. Deats

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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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

B. Q. Geuther· 1 shared C. M. Lutz· 1 shared E. J. Chesler· 1 shared J. K. White· 1 shared K. J. Fox· 1 shared R. E. Braun· 1 shared S. A. Murray· 1 shared V. Kumar· 1 shared

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2018-2018 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

B. Q. Geuther

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1 paper

Recent·Most cited

Animal Behavior & CognitionbioRxivJul 21, 2018

Robust Mouse Tracking in Complex Environments using Neural Networks

B. Q. Geuther, S. P. Deats, K. J. Fox…·V. Kumar

This paper develops a neural network-based mouse tracker for complex environments, finding that an encoder-decoder segmentation model achieves high accuracy with minimal training data.

DOI 10.1038/s42003-019-0362-1

mouseimaging

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