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Topological Data Analysis of C. elegans Locomotion and Behavior
We apply topological data analysis to the behavior of C. elegans, a widely studied model organism in biology. In particular, we use topology to produce a quantitative summary of complex behavior which may be applied to high-throughput data. Our methods allow us to distinguish and classify videos fro...
Autores principales: | Thomas, Ashleigh, Bates, Kathleen, Elchesen, Alex, Hartsock, Iryna, Lu, Hang, Bubenik, Peter |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276312/ https://www.ncbi.nlm.nih.gov/pubmed/34268488 http://dx.doi.org/10.3389/frai.2021.668395 |
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