Deep Semantic Segmentation of Kidney and Space-Occupying Lesion Area Based on SCNN and ResNet Models Combined with SIFT-Flow Algorithm.

Renal segmentation is one of the most fundamental and challenging task in computer aided diagnosis systems. In order to overcome the shortcomings of automatic kidney segmentation based on deep network for abdominal CT images, a two-stage semantic segmentation of kidney and space-occupying lesion are...

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Bibliographic Details
Published in:Journal of Medical Systems Vol. 43; no. 1; pp. 1 - 2
Main Authors: Xia, Kai-jian, Yin, Hong-sheng, Zhang, Yu-dong
Format: diagnostic images equations & formulas tables/charts Journal Article
Published: Springer Nature 2019
Online Access:View this record in EBSCOhost