3 papers
q-bio.NC2026
Differential Dynamic Causal Nets: Model Construction, Identification and Group Comparisons
Kang You, Gary Green, Jian Zhang
Pathophysiolpgical modelling of brain systems from microscale to macroscale remains difficult in group comparisons partly because of the infeasibility of modelling the interactions…
stat.AP2025
Quantile Function-Based Models for Neuroimaging Classification Using Wasserstein Regression
Jie Li, Gary Green, Jian Zhang
We propose a novel quantile function-based approach for neuroimaging classification using Wasserstein-Fréchet regression, specifically applied to the detection of mild traumatic br…
stat.ME2025
Detecting Mild Traumatic Brain Injury with MEG Scan Data: One-vs-K-Sample Tests
Jian Zhang, Gary Green
Magnetoencephalography (MEG) scanner has been shown to be more accurate than other medical devices in detecting mild traumatic brain injury (mTBI). However, MEG scan data in certai…