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  • On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations
    David Calhas, Enrique Romero, Rui Henriques
    Artificial Intelligence in Medicine DOI 10.1016/j.artmed.2020.101852
    2020
  • EEG To FMRI Synthesis: Is Deep Learning a Candidate?
    David Calhas, Rui Henriques
    In Information Systems Development, Organizational Aspects and Societal Trends (ISD2023),
  • EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships
    David Calhas, Rui Henriques
    Machine Learning for Healthcare (MLHC 2023),
  • Fitting Regularized Population Dynamics with Neural Differential Equations
    David Calhas, Rui Henriques
    NeurIPS 2021, The Symbiosis of Deep Learning and Differential Equations (DLDE) workshop,
  • fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser
    David Calhas, Rui Henriques
    Artificial Intelligence in Medicine (AIME),
    2021

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