6 citations · 6 across the 5 of their papers we have counts for
3 papers · 1 filter
A Wavelet-Based Framework for Mapping Long Memory in Resting-State fMRI: Age-Related Changes in the Hippocampus from the ADHD-200 Dataset
Yasaman Shahhosseini, Cédric Beaulac, Farouk S. Nathoo +1
Functional magnetic resonance imaging (fMRI) time series are known to exhibit long-range temporal dependencies that challenge traditional modeling approaches. In this study, we pro…
A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject fMRI activation patterns
Michelle F. Miranda
Task-evoked functional magnetic resonance imaging studies, such as the Human Connectome Project (HCP), are a powerful tool for exploring how brain activity is influenced by cogniti…
Bayesian spatial transformation models with applications in neuroimaging data
Michelle F. Miranda, Hongtu Zhu, Joseph G. Ibrahim
The aim of this paper is to develop a class of spatial transformation models (STM) to spatially model the varying association between imaging measures in a three-dimensional (3D) v…