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English Information

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Authors
# Name
1 Anderson Babetto(andersonbabetto13@outlook.com)
2 Luis Enrique Zarate(zarate@pucminas.br)
3 Cristiane Nobre(nobre@pucminas.br)

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Reference
# Reference
1 Chawla, N. V., Bowyer, K. W., Hall, L. O., and Kegelmeyer, W. P. (2002). Smote: Synthetic minority over-sampling technique. Journal of Artificial Intelligence Research.
2 Dorigo, M., Birattari, M., Blum, C., Clerc, M., Stützle, T., and Winfield, A. (2006). Ant colony optimization. Springer.
3 Fix, E. and Hodges, J. L. (1951). Discriminatory analysis. nonparametric discrimination: Consistency properties. US Air Force School of Aviation Medicine.
4 IBGE (2020). Pesquisa Nacional de Saúde 2019: percepção do estado de saúde, estilos de vida, doenças crônicas e saúde bucal. Instituto Brasileiro de Geografia e Estatística, Rio de Janeiro.
5 Khamparia, A., Singh, P. K., et al. (2022). Prediction of hidden patterns in rheumatoid arthritis patients records using data mining. Multimedia Tools and Applications, 81.
6 Liu, X., Sun, M., et al. (2024). Diet affects inflammatory arthritis: a mendelian randomization study of 30 dietary patterns causally associated with inflammatory arthritis. Frontiers in Nutrition.
7 Mockus, J. (1978). The application of bayesian methods for seeking the extremum. Journal of Global Optimization.
8 Quinlan, J. R. (1993). C4.5: Programs for machine learning. Morgan Kaufmann Publishers. Skare, T. L. et al. (2014). Perfil nutricional do paciente com artrite reumatoide. Revista Brasileira de Reumatologia.
9 Stützle, T. and Hoos, H. H. (2000). Max–min ant system. Future generation computer systems, 16(8):889–914.
10 Vadell, A. K. et al. (2018). Anti-inflammatory diet in rheumatoid arthritis (adira): protocolo de ecr cruzado. Nutrition Journal.
11 Zeng, P. et al. (2020). The relationship between dietary patterns and rheumatoid arthritis: casecontrol. Nutrition & Metabolism.
12 Zhang, Y., Wang, L., Liu, J., et al. (2025). Machine learning-driven insights into lipid metabolism and inflammatory pathways in knee osteoarthritis. Frontiers in Nutrition.