FAROOQ, SAJIDCARAMEL-JUVINO, AMANDAFONTES, YASMIN R.GARDIANO, SABRINA A.ZEZELL, DENISE M.2023-02-062023-02-06FAROOQ, SAJID; CARAMEL-JUVINO, AMANDA; FONTES, YASMIN R.; GARDIANO, SABRINA A.; ZEZELL, DENISE M. Exploring enamel demineralization from SEM images using deep learning algorithms. In: LATIN AMERICA OPTICS AND PHOTONICS CONFERENCE, August 7-11, 2022, Recife, PE. <b>Proceedings...</b> Washington, DC, USA: Optica Publishing Group, 2022. DOI: <a href="https://dx.doi.org/10.1364/LAOP.2022.W4A.36">10.1364/LAOP.2022.W4A.36</a>. DisponÃvel em: http://repositorio.ipen.br/handle/123456789/33730.http://repositorio.ipen.br/handle/123456789/33730Here, we employ segmentation and convolutional neural network (CNN) to identify and quantify enamel demineralization. Our results depict that CNN model using input SEM images achieve accuracy up to 79% for enamel demineralization diagnosis.openAccessExploring enamel demineralization from SEM images using deep learning algorithmsTexto completo de evento10.1364/LAOP.2022.W4A.360000-0001-7404-9606https://orcid.org/0000-0001-7404-9606