Journal of Experimental Biology, volume 227, issue 4

Non-invasive methods for heart rate measurement in fish based on photoplethysmography

Yacheng Deng 1, 2, 3
Tianyu Hu 4, 5
Jia Chen 4, 5
Junjia Zeng 1, 2, 3
Jinqian Yang 4, 5
Qiaozhen Ke 1, 2, 3
Lingwei Miao 1, 2, 3
Yujia Chen 1, 2, 3
Rui Li 1, 2, 3
Rongxin Zhang 4, 5
Peng Xu 1, 2, 3
Show full list: 11 authors
2
 
College of Ocean and Earth Sciences 2 Fujian Key Laboratory of Genetics and Breeding of Marine Organisms , , , Xiamen 361102 , China
5
 
Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM) 4 , Xiamen 361005 , China
Publication typeJournal Article
Publication date2024-02-15
scimago Q1
wos Q2
SJR1.017
CiteScore5.5
Impact factor2.8
ISSN00220949, 14779145
Molecular Biology
Animal Science and Zoology
Physiology
Ecology, Evolution, Behavior and Systematics
Insect Science
Aquatic Science
Abstract
ABSTRACT

Heart rate is a crucial physiological indicator for fish, but current measurement methods are often invasive or require delicate manipulation. In this study, we introduced two non-invasive and easy-to-operate methods based on photoplethysmography, namely reflectance-type photoplethysmography (PPG) and remote photoplethysmography (rPPG), which we applied to the large yellow croaker (Larimichthys crocea). PPG showed perfect synchronization with electrocardiogram (ECG), with a Pearson's correlation coefficient of 0.99999. For rPPG, the results showed good agreement with ECG. Under active provision of green light, the Pearson's correlation coefficient was 0.966, surpassing the value of 0.947 under natural light. Additionally, the root mean square error was 0.810, which was lower than the value of 1.30 under natural light, indicating not only that the rPPG method had relatively high accuracy but also that green light may have the potential to further improve its accuracy.

Found 
Found 

Top-30

Journals

1
1

Publishers

1
2
1
2
  • We do not take into account publications without a DOI.
  • Statistics recalculated only for publications connected to researchers, organizations and labs registered on the platform.
  • Statistics recalculated weekly.

Are you a researcher?

Create a profile to get free access to personal recommendations for colleagues and new articles.
Share
Cite this
GOST | RIS | BibTex
Found error?