Janaı́na Mourão-Miranda

Cardiometabolic health and physical robustness map onto distinct patterns of brain structure and neurotransmitter systems

This study identifies two latent dimensions linking cardiometabolic health and physical robustness to brain structure and neurotransmitter systems using data from the UK Biobank.

Deep learning for brains?: Different linear and nonlinear scaling in UK Biobank brain images vs. machine-learning datasets

The paper compares linear and nonlinear model performance on brain imaging data and standard datasets, finding linear models outperform nonlinear ones in brain scans despite larger sample sizes.

Fast temporal dynamics and causal relevance of face processing in the human temporal cortex

The paper examines fast temporal dynamics of face processing in the human temporal cortex using intracranial recordings and identifies key sites involved in face perception.

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.

Evidence for bias of genetic ancestry in resting state functional MRI

This study shows genetic ancestry can be predicted from resting state fMRI data, indicating ancestry influences functional connectivity patterns.

Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important

The paper proposes a framework combining neuroimaging and clinical data for mental health diagnosis using EasyMKL and feature selection, showing improved performance over baseline methods.