Marta Xavier

Research

I am a PhD candidate in Biomedical Engineering and Computational Neuroscience, where I specialised in dynamical systems modelling, machine learning and large-scale data analysis applied to neuroimaging data.

I work at LaSEEB–Institute for Systems and Robotics at Instituto Superior Técnico (Lisboa), in collaboration with the Computational Neuroscience Group of the Center for Brain and Cognition at Universitat Pompeu Fabra (Barcelona).

Publications

Consistency of resting-state correlations between fMRI networks and EEG band power. Marta Xavier, Inês Esteves, João Jorge, Rodolfo Abreu, Anne-Lise Giraud, Sepideh Sadaghiani, Jonathan Wirsich, Patrícia Figueiredo. Imaging Neuroscience, Volume 3, 2025. https://doi.org/10.1162/IMAG.a.37

Metastable Oscillatory Modes as a Signature of Entropy Management in the Brain. Marta Xavier, Patrícia Figueiredo, Gustavo Deco, Andrea I. Luppi, Joana Cabral. Entropy 2024, 26, 1048. https://doi.org/10.3390/e26121048

Identification of EEG Fingerprints of Simultaneous fMRI in Resting State and Motor Imagery. MSc Thesis, Marta Antunes Evangelista Loures Xavier. Instituto Superior Técnico, University of Lisbon, 2019.