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

Abstract 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 tracki...

Full description

Bibliographic Details
Main Authors: Jaehoon Kim, Hyeonseop Yuk, Byeongwook Choi, MiSuk Yang, SongBum Choi, Kyoung-Jin Lee, Sungjong Lee, Tae-Young Heo
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-27554-y