Diagnosys of Oral Cancer Using FTIR Hyperspectral Images and Linear Discriminant Analysis

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dc.contributor.authorPERES, DANIELLA L.
dc.contributor.authorSILVA, DANIELA de F.T. da
dc.contributor.authorPEREIRA, THIAGO M.
dc.contributor.authorMATOS, LEANDRO L. de
dc.contributor.authorZEZELL, DENISE M.
dc.coverageInternacional
dc.creator.eventoEUROPEAN CONFERENCE ON BIOMEDICAL OPTICS
dc.date.accessioned2026-03-26T19:00:06Z
dc.date.available2026-03-26T19:00:06Z
dc.date.eventojune 22-26, 2025
dc.description.abstractThis study used FTIR hyperspectral imaging (HSI) and LDA to classify 48 OSCC and 48 healthy tissue samples, achieving 85% accuracy. These results show that HSI with LDA can aid early OSCC detection.
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.description.sponsorshipInstituto Nacional de Ciência e Tecnologia (INCT)
dc.description.sponsorshipSistema Nacional de Laboratórios de Fotônica (Sisfóton)
dc.description.sponsorshipCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.description.sponsorshipIDCNPq: INCT-INTERAS 406761/2022-1; PQ 314517/2021-9
dc.description.sponsorshipIDINCT: INFO 465763/2014-6
dc.description.sponsorshipIDSisfóton: 440228/2021-2
dc.description.sponsorshipIDCAPES: 001
dc.description.sponsorshipIDFAPESP: 21/00633-0; 22/0355-9
dc.identifier.citationPERES, DANIELLA L.; SILVA, DANIELA de F.T. da; PEREIRA, THIAGO M.; MATOS, LEANDRO L. de; ZEZELL, DENISE M. Diagnosys of Oral Cancer Using FTIR Hyperspectral Images and Linear Discriminant Analysis. In: EUROPEAN CONFERENCE ON BIOMEDICAL OPTICS, june 22-26, 2025, Munich, Germany. <b>Proceedings...</b> Bellingham, WA, USA: SPIE, 2025. (Proceedings SPIE 13934, Translational Biophotonics: Diagnostics and Therapeutics IV). DOI: <a href="https://dx.doi.org/10.1117/12.3097820">10.1117/12.3097820</a>. Disponível em: https://repositorio.ipen.br/handle/123456789/49564.
dc.identifier.doi10.1117/12.3097820
dc.identifier.orcidhttps://orcid.org/0000-0001-7404-9606
dc.identifier.urihttps://repositorio.ipen.br/handle/123456789/49564
dc.language.isoeng
dc.localBellingham, WA, USA
dc.local.eventoMunich, Germany
dc.publisherSPIE
dc.relation.ispartofseriesProceedings SPIE 13934, Translational Biophotonics: Diagnostics and Therapeutics IV
dc.rightsclosedAccess
dc.titleDiagnosys of Oral Cancer Using FTIR Hyperspectral Images and Linear Discriminant Analysis
dc.typeTexto completo de evento
dspace.entity.typePublication
ipen.autorDANIELLA LUMARA PEREIRA MENDES DE OLIVEIRA PERES
ipen.autorDANIELA DE FATIMA TEIXEIRA DA SILVA
ipen.autorDENISE MARIA ZEZELL
ipen.codigoautor15977
ipen.codigoautor2524
ipen.codigoautor693
ipen.contributor.ipenauthorDANIELLA LUMARA PEREIRA MENDES DE OLIVEIRA PERES
ipen.contributor.ipenauthorDANIELA DE FATIMA TEIXEIRA DA SILVA
ipen.contributor.ipenauthorDENISE MARIA ZEZELL
ipen.event.datapadronizada2025
ipen.identifier.ipendoc31680
ipen.notas.internasProceedings
ipen.type.genreArtigo
relation.isAuthorOfPublication37ff5108-e2df-4501-964c-c437c6f9be75
relation.isAuthorOfPublication1eeb6fee-14be-4973-9dcf-bc2b53a89aff
relation.isAuthorOfPublicationa565f8ad-3432-4891-98c0-a587f497db21
relation.isAuthorOfPublication.latestForDiscovery37ff5108-e2df-4501-964c-c437c6f9be75
sigepi.autor.atividadeDANIELLA LUMARA PEREIRA MENDES DE OLIVEIRA PERES:15977:-1:N
sigepi.autor.atividadeDANIELA DE FATIMA TEIXEIRA DA SILVA:2524:920:N
sigepi.autor.atividadeDENISE MARIA ZEZELL:693:920:N

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