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Digitized tissue microarray classification using sparse reconstruction

Published in Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE • Jan 24, 2012
Authors:
Fuyong Xing
,
Baiyang Liu
,
Xin Qi

Abstract

In this paper, we propose a novel image classification method based on sparse reconstruction errors to discriminate cancerous breast tissue microarray (TMA) discs from benign ones. Sparse representation is employed to reconstruct the samples and separate the benign and cancer discs. The method consi...

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