aCenter for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden bDivision of Dermatology and Venereology, Department of ...

The react-fmri software package allows to estimate target-enriched functional connectivity maps from functional MRI data using Positron Emission Tomography (PET) templates as spatial priors of the ...

There was no direct effect between the two stages of MIU and depressive symptoms. Conclusions: This study used longitudinal data and developed cross-lagged models to improve the reliability of causal ...

dbreg is an R package that leverages the power of databases to run regressions on very large datasets, which may not fit into R’s memory. Various acceleration strategies allow for highly efficient ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Graph-based neural networks and, specifically, message-passing neural networks (MPNNs) ...

dSt Paul's Hospital, University of British Columbia Centre for Heart Lung Innovation, BC, Canada eDepartment of Medicine (Division of Respirology), University of British Columbia, Vancouver, BC, ...

Department of Physics and Warwick Centre for Predictive Modelling, School of Engineering, University of Warwick, Coventry CV4 7AL, United Kingdom Laboratory of Computational Science and Modeling, IMX, ...

Resting-state functional magnetic resonance imaging (rs-fMRI) based on the blood-oxygen-level-dependent (BOLD) signal has been widely used in healthy individuals and patients to investigate brain ...

Statistical machine learning methods are increasingly used for neuroimaging data analysis. Their main virtue is their ability to model high-dimensional datasets, e.g., multivariate analysis of ...