WormSwin: Instance segmentation of C. elegans using vision transformer

Abstract The possibility to extract motion of a single organism from video recordings at a large-scale provides means for the quantitative study of its behavior, both individual and collective. This task is particularly difficult for organisms that interact with one another, overlap, and occlude par...

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Bibliographic Details
Main Authors: Maurice Deserno, Katarzyna Bozek
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-38213-7