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Pesticide Residue Screening Using a Novel Artificial Neural Network Combined with a Bioelectric Cellular Biosensor
Joint Authors
Yialouris, Constantinos P.
Ferentinos, Konstantinos P.
Blouchos, Petros
Moschopoulou, Georgia
Kintzios, Spyridon
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-07-28
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
We developed a novel artificial neural network (ANN) system able to detect and classify pesticide residues.
The novel ANN is coupled, in a customized way, to a cellular biosensor operation based on the bioelectric recognition assay (BERA) and able to simultaneously assay eight samples in three minutes.
The novel system was developed using the data (time series) of the electrophysiological responses of three different cultured cell lines against three different pesticide groups (carbamates, pyrethroids, and organophosphates).
Using the novel system, we were able to classify correctly the presence of the investigated pesticide groups with an overall success rate of 83.6%.
Considering that only 70,000–80,000 samples are annually tested in Europe with current conventional technologies (an extremely minor fraction of the actual screening needs), the system reported in the present study could contribute to a screening system milestone for the future landscape in food safety control.
American Psychological Association (APA)
Ferentinos, Konstantinos P.& Yialouris, Constantinos P.& Blouchos, Petros& Moschopoulou, Georgia& Kintzios, Spyridon. 2013. Pesticide Residue Screening Using a Novel Artificial Neural Network Combined with a Bioelectric Cellular Biosensor. BioMed Research International،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1030951
Modern Language Association (MLA)
Ferentinos, Konstantinos P.…[et al.]. Pesticide Residue Screening Using a Novel Artificial Neural Network Combined with a Bioelectric Cellular Biosensor. BioMed Research International No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-1030951
American Medical Association (AMA)
Ferentinos, Konstantinos P.& Yialouris, Constantinos P.& Blouchos, Petros& Moschopoulou, Georgia& Kintzios, Spyridon. Pesticide Residue Screening Using a Novel Artificial Neural Network Combined with a Bioelectric Cellular Biosensor. BioMed Research International. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1030951
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1030951