Automatic Segmentation and Cardiac Mechanics Analysis of Evolving Zebrafish Using Deep Learning

Automatic Segmentation and Cardiac Mechanics Analysis of Evolving Zebrafish Using Deep Learning

Background: In the study of early cardiac development, it is essential to acquire accurate volume changes of the heart chambers. Although advanced imaging techniques, such as light-sheet fluorescent microscopy (LSFM), provide an accurate procedure for analyzing the heart structure, rapid, and robust...

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Bibliographic Details
Main Authors: Bohan Zhang, Kristofor E. Pas, Toluwani Ijaseun, Hung Cao, Peng Fei, Juhyun Lee
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
U-net
LSFM
segmentation
zebrafish
cardiac mechanics
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2021.675291/full

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https://www.frontiersin.org/articles/10.3389/fcvm.2021.675291/full

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