1 code implementation • 7 Apr 2022 • Kirstin Roster, Colm Connaughton, Francisco A. Rodrigues
Recent infectious disease outbreaks, such as the COVID-19 pandemic and the Zika epidemic in Brazil, have demonstrated both the importance and difficulty of accurately forecasting novel infectious diseases.
no code implementations • 7 Oct 2021 • Caroline L. Alves, Aruane M. Pineda, Kirstin Roster, Christiane Thielemann, Francisco A. Rodrigues
We present a method for the automatic diagnosis of mental disorders based on the matrix of connections obtained from EEG time series and deep learning.
no code implementations • 22 Jun 2021 • Kirstin Roster, Francisco A. Rodrigues
We summarize the relative performance of neural networks and comparator models, model architectures and hyper-parameters, as well as choices of input features.