We utilized in vivo relaxation-diffusion MRI (rdMRI) to non-invasively detect early Alzheimer's disease biomarkers in 3xTg-AD mice. By isolating specific tissue compartments, we identified promising early diagnostic AD signatures defined by increased compartmental R2, reduced intracellular diffusivity, and abnormal "exchange water" components.