Image Processing of Antibody Detection using Machine Learning for an Optical Bio-sensing Application
| dc.contributor.author | Tieppo, Bianca | |
| dc.contributor.author | Vale, Daniella L. | |
| dc.contributor.author | Fonsaca, Jéssica E.S. | |
| dc.contributor.author | Rehan, Mohd | |
| dc.contributor.author | Megid, Jane [UNESP] | |
| dc.contributor.author | Teixeira, Wanderson S.R. [UNESP] | |
| dc.contributor.author | Grasseschi, Daniel | |
| dc.contributor.author | de Matos, Christiano J.S. | |
| dc.contributor.author | Saito, Lúcia A.M. | |
| dc.contributor.institution | Mackenzie Presbyterian University | |
| dc.contributor.institution | MackGraphe - Mackenzie Institute for Research in Graphene and Nanotechnologies | |
| dc.contributor.institution | Federal University of Rio de Janeiro | |
| dc.contributor.institution | Universidade Estadual Paulista (UNESP) | |
| dc.date.accessioned | 2025-04-29T20:15:17Z | |
| dc.date.issued | 2023-01-01 | |
| dc.description.abstract | We 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.affiliation | School of Engineering Mackenzie Presbyterian University, Rua da Consolação, 930, SP | |
| dc.description.affiliation | MackGraphe - Mackenzie Institute for Research in Graphene and Nanotechnologies, SP | |
| dc.description.affiliation | Federal University of Rio de Janeiro, Avenida Athos da Silveira Ramos, 149, RJ | |
| dc.description.affiliation | Sao Paulo State University, Distrito de Rubião Júnior, s/n, SP | |
| dc.description.affiliationUnesp | Sao Paulo State University, Distrito de Rubião Júnior, s/n, SP | |
| dc.description.sponsorship | Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) | |
| dc.description.sponsorshipId | FAPESP: 2022/07892-3 | |
| dc.identifier.citation | Laser Science, LS 2023 in Proceedings Frontiers in Optics + Laser Science 2023 (FiO, LS) - Part of Frontiers in Optics + Laser Science 2023. | |
| dc.identifier.scopus | 2-s2.0-85215536643 | |
| dc.identifier.uri | https://hdl.handle.net/11449/309395 | |
| dc.language.iso | eng | |
| dc.relation.ispartof | Laser Science, LS 2023 in Proceedings Frontiers in Optics + Laser Science 2023 (FiO, LS) - Part of Frontiers in Optics + Laser Science 2023 | |
| dc.source | Scopus | |
| dc.title | Image Processing of Antibody Detection using Machine Learning for an Optical Bio-sensing Application | en |
| dc.type | Trabalho apresentado em evento | pt |
| dspace.entity.type | Publication |