Simplifying Oral Cancer Diagnosis: Leveraging Low-Cost Microscopy, Support Vector Machine, and Logistic Regression Algorithms
| dc.contributor.author | Foiani, Letícia | |
| dc.contributor.author | Almeida, Janete [UNESP] | |
| dc.contributor.author | Martinho, Herculano | |
| dc.contributor.institution | Federal University of ABC | |
| dc.contributor.institution | Universidade Estadual Paulista (UNESP) | |
| dc.date.accessioned | 2025-04-29T20:07:59Z | |
| dc.date.issued | 2023-01-01 | |
| dc.description.abstract | This study centered on the construction of a low-cost microscope using a smartphone camera, employed to diagnosing oral cancer using dried saliva, that could correctly diagnose 77% of the samples that a conventional microscope did. | en |
| dc.description.affiliation | Center of Natural Sciences and Humanities Federal University of ABC, São Paulo | |
| dc.description.affiliation | Department of Biosciences and Diagnosis São Paulo State University Julio de Mesquita Filho, São Paulo | |
| dc.description.affiliationUnesp | Department of Biosciences and Diagnosis São Paulo State University Julio de Mesquita Filho, São Paulo | |
| dc.description.sponsorship | Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) | |
| dc.description.sponsorship | Ural Federal University | |
| dc.description.sponsorship | Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) | |
| dc.description.sponsorshipId | CNPq: 137906/2021-8 | |
| dc.description.sponsorshipId | FAPESP: 2021/10563-9 | |
| dc.identifier | http://dx.doi.org/10.1364/FIO.2023.FM1E.5 | |
| dc.identifier.citation | Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023. | |
| dc.identifier.doi | 10.1364/FIO.2023.FM1E.5 | |
| dc.identifier.scopus | 2-s2.0-85191150197 | |
| dc.identifier.uri | https://hdl.handle.net/11449/306955 | |
| dc.language.iso | eng | |
| dc.relation.ispartof | Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023 | |
| dc.source | Scopus | |
| dc.title | Simplifying Oral Cancer Diagnosis: Leveraging Low-Cost Microscopy, Support Vector Machine, and Logistic Regression Algorithms | en |
| dc.type | Trabalho apresentado em evento | pt |
| dspace.entity.type | Publication |