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Image Processing of Antibody Detection using Machine Learning for an Optical Bio-sensing Application

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dc.contributor.authorTieppo, Bianca
dc.contributor.authorVale, Daniella L.
dc.contributor.authorFonsaca, Jéssica E.S.
dc.contributor.authorRehan, Mohd
dc.contributor.authorMegid, Jane [UNESP]
dc.contributor.authorTeixeira, Wanderson S.R. [UNESP]
dc.contributor.authorGrasseschi, Daniel
dc.contributor.authorde Matos, Christiano J.S.
dc.contributor.authorSaito, Lúcia A.M.
dc.contributor.institutionMackenzie Presbyterian University
dc.contributor.institutionMackenzie Institute for Research in Graphene and Nanotechnologies
dc.contributor.institutionFederal University of Rio de Janeiro
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.date.accessioned2025-04-29T20:11:09Z
dc.date.issued2023-01-01
dc.description.abstractWe propose images processing recorded with a waveguide sensor of an immunological test based on antigen-antibody reaction. Machine Learning combining optical detection identifies bovine brucellosis antibodies and can be useful for other immunoassays.en
dc.description.affiliationSchool of Engineering Mackenzie Presbyterian University, Rua da Consolação, 930, SP
dc.description.affiliationMackGraphe Mackenzie Institute for Research in Graphene and Nanotechnologies, SP
dc.description.affiliationFederal University of Rio de Janeiro, Avenida Athos da Silveira Ramos, 149, RJ
dc.description.affiliationSao Paulo State University, Distrito de Rubião Júnior, s/n, SP
dc.description.affiliationUnespSao Paulo State University, Distrito de Rubião Júnior, s/n, SP
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.description.sponsorshipFinanciadora de Estudos e Projetos
dc.description.sponsorshipIdFAPESP: 2022/07892-3
dc.description.sponsorshipIdFinanciadora de Estudos e Projetos: Nº01.22.0208.00
dc.identifierhttp://dx.doi.org/10.1364/FIO.2023.JW4A.60
dc.identifier.citationFrontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023.
dc.identifier.dimensionspub.1166901808
dc.identifier.doi10.1364/FIO.2023.JW4A.60
dc.identifier.isbn978-1-957171-29-6
dc.identifier.orcid0000-0001-7157-1191
dc.identifier.orcid0000-0001-6165-3791
dc.identifier.orcid0000-0003-4328-5598
dc.identifier.orcid0000-0002-6540-7157
dc.identifier.orcid0000-0001-6066-0869
dc.identifier.orcid0000-0003-0658-4206
dc.identifier.orcid0000-0002-2935-1299
dc.identifier.orcid0000-0002-7945-8254
dc.identifier.orcid0000-0002-7914-2567
dc.identifier.scopus2-s2.0-85191199694
dc.identifier.urihttps://hdl.handle.net/11449/308038
dc.language.isoeng
dc.publisherOptica Publishing Group
dc.relation.ispartofFrontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023
dc.rights.accessRightsAcesso restritopt
dc.rights.sourceRightsclosed
dc.sourceScopus
dc.sourceDimensions
dc.titleImage Processing of Antibody Detection using Machine Learning for an Optical Bio-sensing Applicationen
dc.typeTrabalho apresentado em eventopt
dspace.entity.typePublication

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