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...

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Bibliografske podrobnosti
izdano v:Front Artif Intell
Main Authors: Thomas, Ashleigh, Bates, Kathleen, Elchesen, Alex, Hartsock, Iryna, Lu, Hang, Bubenik, Peter
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2021
Teme:
Artificial Intelligence
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC8276312/
https://ncbi.nlm.nih.gov/pubmed/34268488
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frai.2021.668395
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