Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning
Leon Aksman, Marzia A. Scelsi, André F. Marquand, Daniel C. Alexander, Sebastien Ourselin A, André Altmann, 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.
Human Brain Mapping · Jun 5, 2019Peer-reviewedNeuroscience