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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), - Automatic Generation of Neural Architecture Search Spaces
David Calhas, Vasco Manquinho, Inês Lynce
AAAI-2022 Workshop on Combining Learning and Reasoning: Programming Languages, Formalisms, and Representations (CLeaR), - 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
- EEG to fMRI Synthesis: Is Deep Learning a Candidate?
David Calhas, Rui Henriques
2020