Hirai, Larissa, and Alexandre Tadeu Rossini da Silva. " Machine learning applied to the diagnosis of depressive and bipolar disorders: a study with real patients." Companion Proceedings of the 20th Brazilian Symposium on Collaborative Systems, Manaus/AM, 2025. SBC, 2025, pp.84-90.