Automated renal segmentation in healthy and chronic kidney disease subjects using a convolutional neural network

Abstract

The 2D CNN method provides fully automated segmentation of the left and right kidney and calculation of TKV in <10 s on a standard office computer, allowing high data throughput and is a freely available executable.