Using DeepLabCut as a Real-Time and Markerless Tool for Cardiac Physiology Assessment in Zebrafish

DeepLabCut (DLC) is a deep learning-based tool initially invented for markerless pose estimation in mammals. In this study, we explored the possibility of adopting this tool for conducting markerless cardiac physiology assessment in an important aquatic toxicology model of zebrafish (<i>Danio...

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Bibliographic Details

Published in:	Biology
Main Authors:	Michael Edbert Suryanto, Ferry Saputra, Kevin Adi Kurnia, Ross D. Vasquez, Marri Jmelou M. Roldan, Kelvin H.-C. Chen, Jong-Chin Huang, Chung-Der Hsiao
Format:	Article
Language:	English
Published:	MDPI AG 2022-08-01
Subjects:	DeepLabCut zebrafish cardiac physiology deep learning
Online Access:	https://www.mdpi.com/2079-7737/11/8/1243