On the use of pairwise distance learning for brain signal classification with limited observations. - David Calhas; Enrique Romero; Rui Henriques (Artif. Intell. Medicine, 2020)

fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser. - David Calhas; Rui Henriques (AIME, 2021)

EEG To FMRI Synthesis: Is Deep Learning a Candidate? - David Calhas; Rui Henriques (ISD, 2023)

EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships. - David Calhas; Rui Henriques (MLHC, 2023)

The Role of Recurrency in Image Segmentation for Noisy and Limited Sample Settings. - David Calhas; João Marques; Arlindo L. Oliveira (CoRR, 2024)

Deep Recurrence for Dynamical Segmentation Models. - David Calhas; Arlindo L. Oliveira (CoRR, 2025)