Colorectal Cancer Diagnostic Algorithm Based on Sub-Patch Weight Color Histogram in Combination of Improved Least Squares Support Vector Machine for Pathological Image.

In order to improve the diagnostic accuracy of colon cancer, a novel classification algorithm based on sub-patch weight color histogram and improved SVM is proposed, which has good approximation ability for complex pathological image. Our proposed algorithm combines wavelet kernel SVM with color his...

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Bibliographic Details

Published in:	Journal of Medical Systems Vol. 43; no. 9
Main Authors:	Yang, Kai, Zhou, Bi, Yi, Fei, Chen, Yan, Chen, Yingsheng
Format:	equations & formulas pictorial research tables/charts Journal Article
Published:	Springer Nature Sep2019
Online Access:	View this record in EBSCOhost