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New machine learning-based automatic high-throughput video tracking system for assessing water toxicity using Daphnia Magna locomotory responses

Daphnia magna is an important organism in ecotoxicity studies because it is sensitive to toxic substances and easy to culture in laboratory conditions. Its locomotory responses as a biomarker are highlighted in many studies. Over the last several years, multiple high-throughput video tracking system...

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Detalles Bibliográficos
Autores principales: Kim, Jaehoon, Yuk, Hyeonseop, Choi, Byeongwook, Yang, MiSuk, Choi, SongBum, Lee, Kyoung-Jin, Lee, Sungjong, Heo, Tae-Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9981574/
https://www.ncbi.nlm.nih.gov/pubmed/36864205
http://dx.doi.org/10.1038/s41598-023-27554-y