2 papers
stat.ME2026
Bayesian Tensor-on-Tensor Varying Coefficient Model for Forecasting Alzheimer's Disease Progression
Yajie Liu, Hengrui Luo, Suprateek Kundu
We propose a novel tensor-on-tensor modeling framework that flexibly models nonlinear voxel-level relationships using Gaussian process (GP) priors, while incorporating the spatial…
stat.ME2026
Spatially-informed Image Harmonization Results in Improved Scanner Effect Removal and Prediction
Alec Reinhardt, Yajie Liu, Suprateek Kundu
We propose a novel data harmonization approach known as Tensor-ComBat (TC) for structural neuroimaging data. Tensor-Combat is a novel spatially aware harmonization method that aims…