DocumentCode
3366536
Title
Hilbert Huang transform impedance measurement data for cellular toxicity monitoring
Author
Zhiyan Wang ; Zhu, Quan ; Kiely, Janice ; Luxton, Richard
Author_Institution
Fac. of Appl. Sci., Univ. of the West of England, Bristol
fYear
2009
fDate
26-29 March 2009
Firstpage
767
Lastpage
772
Abstract
This paper investigates the Hilbert-Huang transformation (HHT), which is adaptive analysis of non-linear and non-stationary signals. The aim of this study is to apply HHT to impedance measurement data analysis in order to discriminate different types of cells and monitor cellular response to toxicity. This study examines two types of cells- i.e. ECV304, Caco-2 grown in culture plates and one toxin DMSO effects on ECV304 cells. The results are monitored over time, which show the changes associated with the cell growth. HHT marginal spectrum provides a measure of energy in the whole frequency range varies with the different types of cells as well as the concentration of toxin. This method could extract the characteristics information of the impedance measurement data effectively, and is useful for monitoring the cell changes associated with applied physiological factors such as different signals.
Keywords
Hilbert transforms; bioelectric phenomena; cellular biophysics; electric impedance measurement; medical signal processing; toxicology; Caco-2; DMSO effects; ECV304; HHT; Hilbert Huang transform impedance measurement data; adaptive analysis; cellular toxicity monitoring; nonlinear signals; nonstationary signals; toxin; Biosensors; Data analysis; Electrodes; Frequency; Impedance measurement; In vivo; Monitoring; Polynomials; Sensor arrays; Signal analysis; Hilbert-Huang Transform; Impedance measurement; data analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Networking, Sensing and Control, 2009. ICNSC '09. International Conference on
Conference_Location
Okayama
Print_ISBN
978-1-4244-3491-6
Electronic_ISBN
978-1-4244-3492-3
Type
conf
DOI
10.1109/ICNSC.2009.4919375
Filename
4919375
Link To Document