The purpose of this study was to evaluate image quality, image resolution, and overall diagnostic sufficiency of low-resolution neuro MRI images processed by a novel deep-learning (DL) resolution enhancement algorithm, compared to images acquired with higher resolution from multiple sites and MRI scanners.