Fusion of FISH image analysis methods of HER2 status determination in breast cancer

作者:

Highlights:

• We presented system for counting the gene markers in FISH images of breast cancer.

• We have developed the fusion system of several methods.

• The ensemble of methods improves greatly sensitivity and specificity of system.

摘要

•We presented system for counting the gene markers in FISH images of breast cancer.•We have developed the fusion system of several methods.•The ensemble of methods improves greatly sensitivity and specificity of system.

论文关键词:Image segmentation,Object recognition,FISH images,Ensemble of methods

论文评审过程:Received 27 November 2015, Revised 11 May 2016, Accepted 12 May 2016, Available online 13 May 2016, Version of Record 24 May 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2016.05.020