Authors
Wenzhong, Han
Li, Kang
Download PDF
Issue Date
2019
Publisher
University of Minnesota Libraries Publishing
Type
Article
Abstract
Morphological heterogeneity makes the precise segmentation of both the tumor and the kidney becomes a problem for diagnosis and quantitative analysis of the next treatment. In this work, we propose an encoder-decoder architecture which consist of recent neural network for downsampling and 3D convolutional neural network for upsampling. Recent neural network can integrate contextual information between slices and 3D convolutional neural network can make use of spatial information of one case.
Identifiers
doi: 10.24926/548719.078