Abdominal MR Imaging in PKD

The kidney and cyst planimetry segmentations are obtained using two deep-learning models to accurately measure the total kidney volume and total cyst volume, respectively. Advanced imaging biomarkers are calculated from the individual (instance) cyst segmentation such as total cyst number and cyst-to-parenchyma surface area.