Current positions:

  • Principal Investigator, Biomedical Engineering Lab (LaSEEB), Institute for Systems and Robotics – Lisboa (ISR-Lisboa)
  • Associate Professor, Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa


  • Email:
  • Phone :+351-218418277 (Internal: 2277)
  • Office: 6.22 (North Tower, 6th floor)


Researcher profile:  

Research interests:

I am interested in imaging human brain function noninvasively, by exploiting the wonderful versatility and never-ending possibilities of magnetic resonance imaging (MRI), and by combining this with the highly complementary technique of electroencephalography (EEG) whenever appropriate. In one line of research, I seek to obtain more quantitative measures of brain function by evaluating the underlying cerebrovascular dynamics through the integration of multiple MRI techniques, including imaging of tissue perfusion, cerebrovascular reactivity, and blood oxygenation. Another line of research involves the combination of EEG with functional MRI, with the aim of assessing the spatial-temporal dynamics of brain networks. Overall, I expect that these developments will help elucidate the investigation of brain function, in healthy individuals as well as in patients suffering from neurological and psychiatric disorders. Furthermore, I hope to leverage the insights obtained from brain imaging to improve noninvasive neuromodulation techniques aimed at repairing brain function, particularly through neurofeedback training. Specifically, I have been focused on applications in the paroxysmal disorders of epilepsy and migraine, in cerebrovascular diseases associated with dementia, and also in schizophrenia and depression.

Main current research lines:

Research grants:

Bio sketch:

I graduated in Physics and Engineering from Instituto Superior Técnico (IST) at the Technical University of Lisbon in 1997, and subsequently completed the post-graduation in Biophysics and Biomedical Engineering at the Faculty of Sciences of the University of Lisbon, and obtained the D.Phil. degree in Neuroimaging from the University of Oxford, where I worked with Prof. Peter Jezzard at the Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), in 2003. I was then invited lecturer at Thammasat University, in Thailand, before returning to Portugal in 2004 as postdoctoral researcher at the Institute for Biomedical Imaging and Life Sciences (IBILI), of the Faculty of Medicine of the University of Coimbra. I joined IST as Assistant Professor in 2007, I was conferred habilitation in Biomedical Engineering by the same school in 2017, and I am currently Associate Professor with the Department of Bioengineering at IST, University of Lisbon. I am also the coordinator of the Evolutionary Systems and Biomedical Engineering Lab (LaSEEB) of the Institute for Systems and Robotics, Lisboa (ISR-Lisboa). I have been Honorary Senior Lecturer at the Institute of Neurology, University College London, and Visting Scientist at the École Polytechnique Fédérale de Lausanne.

During the past ten years, I have been responsible and participated in several national and international research projects in brain imaging, neuroscience and biomedical engineering, and I have been the author of over 40 papers in international journals of high impact in these fields. My work has been distinguished with the Prize for Women in Science by L’Oréal Portugal, the 2nd best paper award by the Portuguese League against Epilepsy, and the António Xavier Prize for the best Portuguese PhD Thesis (as advisor) in NMR, EPR or MRI. I have (co-)supervised 11 PhD theses (6 completed) and more than 20 MSc theses. I have also been the vice-coordinator of the MSc programme in Biomedical Engineering at IST, where I am responsible for teaching graduate courses in Medical Imaging, Neuroimaging and Neuroengineering. Moreover, I participate in academic management activities within the university, including the Executive Committee of the Department of Bioengineering of IST, the Scientific Council of ISTand the Scientific Committee of ISR-Lisboa. Internationally, I have been actively involved with the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB) as a member of its Education Committee, and am currently member of the Executive Committee and elected Chair of the Congress Planning Committee for the 2021 ESMRMB Annual Meeting.

PhD Students:
  • Ana Fouto, Multimodal neuroimaging biomarkers through the migraine cycle. Co-supervision with Prof. Rita Nunes, Instituto Superior Técnico, Universidade de Lisboa, and Dr. Raquel Gil-Gouveia, Hospital da Luz (2019-present)
  • Amparo Ruiz-Tagle, Emotion processing throughout the migraine cycle. Co-supervision with Prof. Isabel Pavão-Martins, Faculdade de Medicina, Universidade de Lisboa (2018-present)
  • Mara Alves, More than the sum of its parts: exploring the neural and cognitive processes of semantic integration. Co-supervision with Prof. Ana Luísa Raposo, Faculdade de Psicologia, Universidade de Lisboa (2016-present)
  • Janir Ramos da Cruz, EEG signatures of schizophrenia: visual backward masking and microstates. Co-supervision with Prof. Michael Herzog, École Polytechnique Fédérale de Lausanne (EPFL) (2015-2019)
  • Joana Pinto, Quantitative evaluation of cerebral haemodynamics using magnetic resonance imaging. Co-supervision with Dr. Pedro Vilela, Hospital da Luz (2014-2019)
  • Rodolfo Abreu, Study of the spatiotemporal dynamics of epileptic activity using simultaneous EEG-fMRI: towards clinical applications. Co-supervision with Dr. Alberto Leal, Centro Hospitalar Psiquiátrico de Lisboa (2013-2017)
  • Teresa Murta, Investigation of the neurophysiological correlates of fMRI using simultaneous intracranial and scalp EEG. Co-supervision with Prof. Louis Lemieux and Prof. David Carmichael, University College London (2012-2016)
  • Marco Leite, Modelling human epileptic brain networks. Co-supervision with Prof. Louis Lemieux and Prof. Karl Friston, University College London (2012-2016)
  • João Jorge, Simultaneous EEG-fMRI at ultrahigh field for the study of human brain function. Co-supervision with Prof. Rolf Gruetter, École Polytechnique Fédérale de Lausanne (EPFL) (2011-2016)
  • Inês Sousa, Quantitative methods for functional magnetic resonance imaging. Co-supervision with Dr. João Seabra, Siemens S.A. (2009-2013)
  • Carlos Gomes, Unravelling consciousness using an inattentional blindness priming paradigm. Co-supervision with Prof. Andrew Mayes, University of Manchester (2008-2012)

Course teaching: