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Table 3 Area under the ROC curve (AUC) values of the models

From: Predicting cell invasion in breast tumor microenvironment from radiological imaging phenotypes

Cell type

LOOCVa

(43 patients from Institution 1)

Independent Test

(30 patients from Institution 2)

T Cell

0.61

0.58

CD8 T Cell

0.74

0.62

Cytotoxic Lymphocyte

0.63

0.46

NK Cell

0.83

0.47

B Lineage

0.5

0.52

Monocytic Lineage

0.65

0.67

Myeloid Dendritic Cells

0.5

0.5

Neutrophils

0.82

0.61

Endothelial

0.77

0.68

Fibroblast

0.71

0.59

  1. a Leave one out cross validation