DEL VALLE, MATHEUSSTANCARI, KLEBERCASTRO, PEDRO A.A. deSANTOS, MOISES O. dosZEZELL, DENISE M.2021-11-122021-11-12DEL VALLE, MATHEUS; STANCARI, KLEBER; CASTRO, PEDRO A.A. de; SANTOS, MOISES O. dos; ZEZELL, DENISE M. Machine Learning methods for micro-FTIR imaging classification of human skin tumors. In: SBFOTON INTERNATIONAL OPTICS AND PHOTONICS CONFERENCE, May 31 - June 2, 2021, Online. <b>Proceedings...</b> Piscataway, NJ, USA: IEEE, 2021. DOI: <a href="https://dx.doi.org/10.1109/SBFotonIOPC50774.2021.9461969">10.1109/SBFotonIOPC50774.2021.9461969</a>. DisponÃvel em: http://repositorio.ipen.br/handle/123456789/32339.http://repositorio.ipen.br/handle/123456789/32339This review presents some methods applied to micro-FTIR imaging for classification of human skin tumors. It is a collection of the pre-processing pipeline and machine learning classification models. The aim of this review is to update and summaiize the current methods which an applied in our skin tumor research.openAccessskin diseasestumor cellsinfrared radiationfourier transformationmachine learningspectraMachine Learning methods for micro-FTIR imaging classification of human skin tumorsTexto completo de evento10.1109/SBFotonIOPC50774.2021.94619690000-0001-7404-9606https://orcid.org/0000-0001-7404-9606