Figure 2 | Scientific Reports

Figure 2

From: Automated Tubule Nuclei Quantification and Correlation with Oncotype DX risk categories in ER+ Breast Cancer Whole Slide Images

Figure 2

Overall diagram flow showing the steps to analyze the correlation of the tubule formation indicator with ODX score and BR grade.

Several high power fields from a whole slide images are extracted. A nuclei detection method is then applied on each high power field. Each of the candidate nuclei is classified as tubule or not using a DNN classifier. Subsequently, the mean tubule nuclei ratio to total number of nuclei per high power field for each whole slide image is computed and analyzed with respect to the corresponding ODX risk category and BR grade.

Back to article page