KiTS19 Submission

Authors
Kondo, Satoshi

Issue Date
2019

Publisher
University of Minnesota Libraries Publishing

Type
Article

Abstract
This report describes our method submitted to 2019 Kidney Tumor Segmentation (KiTS19) Challenge. Our method employs two step approach. In the first step, an input volume is divided into two-dimensional images in three orthogonal planes and the two-dimensional images are fed into encoder-decoder networks to segment kidney and tumor regions. In the second step, the segmentation results for three orthogonal planes are fed into convolutional neural networks to obtain final segmentation results. Although our method is based on twodimensional segmentation, but three-dimensional like processing can be performed by combining segmentation results in three orthogonal planes.

Identifiers
doi: 10.24926/548719.057