Publications

Amanda Yumi, João Ricardo Sato (2022). Applications of graph theory to the analysis of fNIRS data in hyperscanning paradigms. Frontiers in Computational Neuroscience.

Raimundo da Silva Soares Jr., Amanda Yumi, Candida S. F. Barreto, João Ricardo Sato (2022). Applying functional near-infrared spectroscopy and eye-tracking in a naturalistic educational environment to investigate physiological aspects that underlie the cognitive effort of children during mental rotation tests. Frontiers in Human Neuroscience.

Amanda Yumi, Cândida Barreto, João Ricardo Sato (2021). Iluminando o cérebro e rastreando o olhar. Rede Nacional de Ciência para Educação.

Amanda Yumi, João Ricardo Sato (2021). Predicting student performance using machine learning in fNIRS data. Frontiers in human neuroscience.

Amanda Yumi, Guilherme Augusto Zimeo Morais, Ana Paula Arantes Bueno, André Fujita, João Ricardo Sato (2019). Potential Confounders in the Analysis of Brazilian Adolescent's Health: A Combination of Machine Learning and Graph Theory. International Journal of Environmental Research and Public Health, 17(1).