Nanosheet-type tin oxide gas sensor array for mental stress monitoring.
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
25 08 2022
25 08 2022
Historique:
received:
17
05
2022
accepted:
05
08
2022
entrez:
25
8
2022
pubmed:
26
8
2022
medline:
30
8
2022
Statut:
epublish
Résumé
Mental stress management has become significantly important because excessive and sustained mental stress can damage human health. In recent years, various biomarkers associated with mental stress have been identified. One such biomarker is allyl mercaptan. A nanosheet-type tin oxide exhibited high gas selectivity for allyl mercaptan; thus, in this study, a sensor array comprising nanosheet-type tin oxide gas sensors was fabricated to detecting allyl mercaptan. Supervised learning algorithms were use to build gas classification models based on the principal component analysis of the sensor signal responses from the sensor array. The comprehensive data provided by the classification models can be used to forecast allyl mercaptan with high accuracy.
Identifiants
pubmed: 36008450
doi: 10.1038/s41598-022-18117-8
pii: 10.1038/s41598-022-18117-8
pmc: PMC9411192
doi:
Substances chimiques
Gases
0
Sulfhydryl Compounds
0
Tin Compounds
0
stannic oxide
KM7N50LOS6
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
13874Informations de copyright
© 2022. The Author(s).
Références
Phys Chem Chem Phys. 2021 Oct 27;23(41):23933-23944
pubmed: 34657940
ACS Appl Mater Interfaces. 2020 Nov 18;12(46):51637-51644
pubmed: 33146998
Ann Cardiol Angeiol (Paris). 2017 Sep;66(4):181-183
pubmed: 28760543
ACS Appl Mater Interfaces. 2021 Jul 21;13(28):33664-33676
pubmed: 34251174
PLoS One. 2022 Jun 30;17(6):e0270457
pubmed: 35771844
Neural Comput. 2000 May;12(5):1207-45
pubmed: 10905814
Front Bioeng Biotechnol. 2020 Sep 02;8:1037
pubmed: 32984293
J Neuropsychiatry Clin Neurosci. 1998 Spring;10(2):230-1
pubmed: 9722327
ACS Sens. 2022 Jan 28;7(1):142-150
pubmed: 34914352
ACS Omega. 2018 Nov 01;3(11):14592-14596
pubmed: 31458143
Nature. 1982 Sep 23;299(5881):352-5
pubmed: 7110356
Sensors (Basel). 2010;10(3):2088-106
pubmed: 22294916
J Phys Chem A. 2008 Oct 2;112(39):9211-9
pubmed: 18710189