Matteo Bastiani

This paper introduces a framework to study brain ontogeny and phylogeny by integrating connectivity maps across species and developmental stages.

This study examines the relationship between sleep quality and brain ageing using neuroimaging data, finding that poor sleep is associated with accelerated brain ageing.

The paper uses functional and diffusion MRI to predict infants' noxious-evoked brain activity from resting-state data and links it to white matter microstructure.

The paper links multimodal brain imaging markers in adolescents with physical activity and health measures using canonical correlation analysis.

This paper introduces an algorithm to reduce tractography biases in white matter by modeling fibre density and orientation as a divergence-free vector field, improving cross-modal agreement with functional connectomes.

This paper introduces an automated pipeline for processing neonatal resting-state fMRI data, improving motion correction and quality assurance in the developing Human Connectome Project.

This paper develops a data-driven framework using non-negative matrix factorisation to map structural connections in the neonatal brain and generates a cortical parcellation from 323 newborns.

The paper optimizes multi-shell diffusion MRI acquisition parameters using a data-driven approach, resulting in a specific protocol for neonatal imaging.

This paper identifies and analyzes potential confounds in UK Biobank brain imaging data, emphasizing their impact on statistical analyses and suggesting considerations for future studies.

The paper develops a 24-channel MRI coil and adapts HCP protocols for macaques, enabling high-quality in vivo imaging and preprocessing comparable to human studies.

This paper proposes a joint model for diffusion MRI and microscopy data to improve microstructural analysis by combining complementary information from both modalities.

The paper introduces a fully automated pipeline for neonatal cortical surface reconstruction from MRI, achieving high accuracy in 85% of cases.