Table 1 Sensitivity (Se), positive predictivity value (PPV), average precision (AP) and \(F_1\)-score, in %, of BreastAnalyser working in the lab to recognise the DAB-brown regions in IHC images. The APC and APES are the area percentages detected automatically by the computer and after the expert’s supervision, respectively.
From: Software BreastAnalyser for the semi-automatic analysis of breast cancer immunohistochemical images
Data set | #images | Se | PPV | AP | \(F_1\) | APC | APES | |APC-APES| |
|---|---|---|---|---|---|---|---|---|
SET 1 | 47 | 99.2 | 95.5 | 95.3 | 96.1 | 9.13 | 9.06 | 0.07 |
SET 2 | 32 | 99.8 | 95.4 | 95.1 | 97.2 | 2.68 | 2.66 | 0.05 |
SET 3 | 14 | 100.0 | 100.0 | 100.0 | 100 | 22.92 | 22.92 | 0.00 |
