Before revision:  Pooled imaging data from multiple sources is subject to variation between the sources.
After revision: Purpose: In the present work we describe the correction of diffusion-weighted MRI for site and scanner biases using a novel method based on invariant representation. Theory and Methods: Pooled imaging data from multiple sources is subject to variation between the sources.