Application of nnU-Net in kidney segmentation

Elaine Liu

Keywords: NnU-Net, segmentation, medical images

Abstract:

NnU-Net is a excellent deep learning framework that achieves state-of-the-art segmentation
of medical images in some international competition tasks. In this paper, we train nnU-Net to the 2021
Kidney and Kidney Tumor Segmentation Challenge and attempt to mix the kidney data collected by
ourselves.