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

ASNR 2023 Scientific Abstract Session

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.

Results show that substantial improvement of neuro MRI Image quality and scan time can be achieved using a robust DL-algorithm, resolving the trade-off between resolution and acquisition time on a variety of scanners.