Skip to main content
. Author manuscript; available in PMC: 2017 Feb 27.
Published in final edited form as: Proc SPIE Int Soc Opt Eng. 2016 Mar 24;9785:97852U. doi: 10.1117/12.2217559

Table 3.

State-of-art comparison of our results.

Methods Dataset / # of images Features Cross-validation
accuracy
Barker et. al [1] TCGA/total 45
(23 GBM, 22 LGG)		 Texture, color and shape of nuclei 97.8 %
Xu et. al [2] TCGA /total 45
(23 GBM, 22 LGG)		 Deep convolution activation features 97.8 %
Our method TCGA /total 66
(38 GBM, 28 LGG)		 Centroids from k-mean clustering of
nuclei shape features		 94 %