Deep learning has a great potential for estimating biomarkers in diffusion weighted magnetic resonance imaging (dMRI). Atlases, on the other hand, are unique tool modeling spatio-temporal variability of biomarkers. In this paper, we propose first framework to exploit both deep and atlases biomarker estimation dMRI. Our relies non-linear tensor registration compute estimate atlas reliability map...