Kirstin Roster

EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer’s disease and schizophrenia

Caroline L. Alves, Aruane M. Pineda, Kirstin Roster et al. · Journal of Physics Complexity · 2022 · 75 citations · Full text

Machine Learning, Neural Networks (Machine Learning), Neurophysiological Biomarkers +22

Diagnosis of autism spectrum disorder based on functional brain networks and machine learning

Caroline L. Alves, Thaise G. L. de O. Toutain, Patrícia de Carvalho Aguiar et al. · Scientific Reports · 2023 · 50 citations · Full text

Machine-Learning–Based Forecasting of Dengue Fever in Brazilian Cities Using Epidemiologic and Meteorological Variables

Kirstin Roster, Colm Connaughton, Francisco A. Rodrigues · American Journal of Epidemiology · 2022 · 42 citations

Application of machine learning and complex network measures to an EEG dataset from ayahuasca experiments

Caroline L. Alves, Rubens Gisbert Cury, Kirstin Roster et al. · PLoS ONE · 2022 · 13 citations · Full text

Country Case Studies in Economic Fitness: Mexico and Brazil

Kirstin Roster, Luciana Harrington, Masud Cader · Entropy · 2018 · 10 citations · Full text

Socioeconomics, Development Economics, Economic Development +19