Downstream-Aware Automated QC of Images and AI-Generated Segmentations.

Plain language

Measuring total kidney volume from MRI scans guides ADPKD care, but someone must check each scan is good enough — a slow manual job. An AI trained on nearly 10,749 scans learned to sort them into use, redo or reject, agreeing with human checks about four times in five.