Maria João Rosa

Measurement of the mapping between intracranial EEG and fMRI recordings in the human brain

The paper examines the relationship between intracranial EEG and fMRI in the sensorimotor cortex, finding that high gamma power correlates with fMRI changes during motor tasks and rest.

Brain-behaviour modes of covariation in healthy and clinically depressed young people

The paper identifies two modes of brain-behavior covariation in adolescents and young adults using canonical correlation analysis, linking brain connectivity to psychometric, IQ, and demographic data.

Classification and characterisation of brain network changes in chronic back pain: a multicenter study.

This study uses machine learning and deep learning to classify chronic back pain patients based on brain network patterns, finding consistent changes in network topology and modular reorganisation.

Auditory prediction errors as individual biomarkers of schizophrenia

This paper uses EEG and machine learning to classify schizophrenia patients and controls using auditory prediction error responses, achieving 80.48% accuracy and correlating MMN with functioning scores.