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...

詳細記述

書誌詳細

出版年:	Frontiers in Artificial Intelligence
主要な著者:	Ashleigh Thomas, Kathleen Bates, Alex Elchesen, Iryna Hartsock, Hang Lu, Peter Bubenik
フォーマット:	論文
言語:	英語
出版事項:	Frontiers Media S.A. 2021-06-01
主題:	persistent homology topological data analysis delay embedding sliding window embedding C. elegans behavior phenotyping
オンライン･アクセス:	https://www.frontiersin.org/articles/10.3389/frai.2021.668395/full