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

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

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

Robust Mouse Tracking in Complex Environments using Neural Networks

B. Q. Geuther, S. P. Deats, K. J. Fox, S. A. Murray, R. E. Braun, J. K. White, E. J. Chesler, C. M. Lutz, 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.

bioRxiv · Jul 21, 2018Animal Behavior & Cognition