4 papers
Dynamic functional brain connectivity results depend on modeling assumptions: comparing the sliding-window method and the Wishart process for dynamic hypothesis testing
Hester Huijsdens, Linda Geerligs, Max Hinne
Understanding the temporal dynamics of functional brain connectivity is important for addressing various questions in network neuroscience, such as how connectivity affects cogniti…
Electronic Health Records: Towards Digital Twins in Healthcare
Muhammet Alkan, Hester Huijsdens, Yola Jones +1
The pivotal shift from traditional paper-based records to sophisticated Electronic Health Records (EHR), enabled systematic collection and analysis of patient data through descript…
Robust Inference of Dynamic Covariance Using Wishart Processes and Sequential Monte Carlo
Hester Huijsdens, David Leeftink, Linda Geerligs +1
Several disciplines, such as econometrics, neuroscience, and computational psychology, study the dynamic interactions between variables over time. A Bayesian nonparametric model kn…
Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data
Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga +6
Clinical neuroimaging has recently witnessed explosive growth in data availability which brings studying heterogeneity in clinical cohorts to the spotlight. Normative modeling is a…