P.-J. Toussaint

FUNCTIONAL FRAGMENTATION AND STRUCTURAL DRIVERS OF THALAMO-CORTICAL CIRCUITS IN TEMPORAL LOBE EPILEPSY

This study examines thalamo-cortical and thalamo-hippocampal functional connectivity in temporal lobe epilepsy, finding reduced connectivity in TLE patients and its association with seizure generalization and surgical outcomes.

Individual-Level Associations of Cognition and Personality With Adolescent Mental Health Vary Across Brain and Environmental Profiles

The paper examines how cognition and personality relate to adolescent mental health, showing these associations vary with brain, environmental, and pubertal factors.

Distinct Brain Maturation Pathways Relate Environmental Variation to Cognitive Development

The paper identifies distinct brain maturation pathways linking environmental variation to cognitive development in adolescents using longitudinal data.

Association between Brain Structure and Cognitive Ability during Adolescence: Insights from a Comprehensive Large-Scale Analysis of 9 to 15 Year-Olds

This study examines brain structure-cognition associations in adolescents using a large dataset, finding that frontal, temporal, and occipital regions show strong age-related variability in these links.

Multi-task machine learning reveals the functional neuroanatomy fingerprint of mental processing

This study uses multi-task deep learning to identify unique functional neuroanatomy fingerprints for seven mental processes, showing high classification accuracy and robustness across datasets.

Exploring the Brain Characteristics of Structure-informed Functional Connectivity through Graph Attention Network

This study uses graph attention networks on MRI data to analyze functional connectivity differences between brain gyri, sulci, and subcortical regions, finding task-specific connection importance.

Assessment of white matter hyperintensity severity using multimodal MRI in Alzheimer's Disease

This study assesses white matter hyperintensity severity using multimodal MRI in Alzheimer's Disease by analyzing signal measures from different MRI contrasts and their associations with clinical variables.

BigBrainWarp: Toolbox for integration of BigBrain 3D histology with multimodal neuroimaging

BigBrainWarp simplifies integration of BigBrain histology with neuroimaging by providing tools for registration and cytoarchitectural feature access.

Amplifying the Neural Power Spectrum

The paper introduces a method to preprocess EEG signals by amplifying neural power spectra, improving decoding accuracy in visual stimulus experiments.