3 papers
stat.AP2024
Cost efficiency of fMRI studies using resting-state vs task-based functional connectivity
Xinzhi Zhang, Leslie A Hulvershorn, Todd Constable +2
We investigate whether and how we can improve the cost efficiency of neuroimaging studies with well-tailored fMRI tasks. The comparative study is conducted using a novel network sc…
stat.AP2024
Supervised brain node and network construction under voxel-level functional imaging
Wanwan Xu, Selena Wang, Chichun Tan +5
Recent advancements in understanding the brain's functional organization related to behavior have been pivotal, particularly in the development of predictive models based on brain…
stat.ME2024
Bayesian thresholded modeling for integrating brain node and network predictors
Zhe Sun, Wanwan Xu, Tianxi Li +3
Progress in neuroscience has provided unprecedented opportunities to advance our understanding of brain alterations and their correspondence to phenotypic profiles. With data colle…