NeuroscienceHuman Brain MappingPeer-reviewed
Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning
Leon Aksman, Marzia A. Scelsi, André F. Marquand…·for ADNI
This paper introduces a Bayesian multi-task learning model for longitudinal imaging biomarkers, showing improved trajectory inference and disease effect detection in Alzheimer's disease data.