MRI texture-based machine learning models for the evaluation of renal function on different segmentations: a proof-of-concept study.

We developed and internally validated an MRI-based machine-learning model that can accurately evaluate renal function. Once externally validated, this model has the potential to facilitate the monitoring of patients with impaired renal function.