Multi-Site Study: Novel Deep Learning Super-Resolution Algorithm Allows Substantial Improvement of Neuro MRI Image Quality and Scan Time

May 4, 2023

Presented at RSNA 2022

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

A C-Spine scan acquired with High resolution (left), Low resolution (middle) and same low-resolution scan after processing with AI-assisted Super Resolution (right) which presents a clearer view of the neural foramina.