Explainable Machine Learning to Unveil Detection Mechanisms with Au Nanoisland-Based Surface-Enhanced Raman Scattering for SARS-CoV-2 Antigen Detection-Reference-Cited by-同舟云学术

Explainable Machine Learning to Unveil Detection Mechanisms with Au Nanoisland-Based Surface-Enhanced Raman Scattering for SARS-CoV-2 Antigen Detection

Published:2024-01-05 Issue:2 Volume:7 Page:2335-2342
ISSN:2574-0970
Container-title:ACS Applied Nano Materials
language:en
Short-container-title:ACS Appl. Nano Mater.

Author:

Pazin Wallance Moreira¹^ORCID,Furini Leonardo Negri²^ORCID,Braz Daniel C.³⁴^ORCID,Popolin-Neto Mário⁵⁶,Fernandes José Diego⁷^ORCID,Leopoldo Constantino Carlos J.⁷^ORCID,Oliveira Osvaldo N.³^ORCID

Affiliation:

1. Department of Physics and Meteorology, School of Sciences, São Paulo State University (UNESP), Bauru 17033-360, São Paulo, Brazil

2. Department of Physics, Federal University of Santa Catarina, Florianópolis 88040-900, Santa Catarina, Brazil

3. São Carlos Institute of Physics, University of São Paulo (USP), São Carlos 13566-590, São Paulo, Brazil

4. Mato Grosso do Sul State University (UEMS), Dourados 79804-970, Mato Grosso do Sul, Brazil

5. Federal Institute of São Paulo (IFSP), Araraquara 14804-296, São Paulo, Brazil

6. Institute of Mathematics and Computer Sciences (ICMC), University of São Paulo (USP), São Carlos 13566-590, São Paulo, Brazil

7. Department of Physics, School of Sciences and Technology, São Paulo State University (UNESP), Presidente Prudente 19060-900, São Paulo, Brazil

Funder

Minist??rio da Ci??ncia, Tecnologia e Inova????o

Funda????o de Amparo ?? Pesquisa do Estado de S??o Paulo

Instituto Nacional de Eletr??nica Org??nica

Publisher

American Chemical Society (ACS)

Subject

General Materials Science

Link

https://pubs.acs.org/doi/pdf/10.1021/acsanm.3c05848

Reference57 articles.

1. Big data and machine learning for materials science

2. Suckling, J.; Parker, J.; Dance, D.; Al, E. Mammographic Image Analysis Society (MIAS) Database v1.21, [Dataset]; Apollo-University of Cambridge Repository, 2015. https://www.repository.cam.ac.uk/handle/1810/250394.

3. Surface-enhanced Raman scattering for dopamine in Ag colloid: Adsorption mechanism and detection in the presence of interfering species

4. Towards practical and sustainable SERS: a review of recent developments in the construction of multifunctional enhancing substrates

5. Single-Molecule Detection Using Surface-Enhanced Resonance Raman Scattering and Langmuir−Blodgett Monolayers