Table 2 Application of the rare event detection algorithm to images from late-stage breast cancer subjects
From: Unsupervised detection of rare events in liquid biopsy assays
TPR (\(\bar{N}=2500\)) | AUROC | |||||||
|---|---|---|---|---|---|---|---|---|
Cell type | Mean | St. dev. | Min. | Max. | Mean | St. dev. | Min. | Max. |
D∣CK | 1.00 | 0.0 | 1.00 | 1.00 | 1.00 | 0.0 | 1.00 | 1.00 |
D∣CK∣V | 1.00 | 0.0 | 1.00 | 1.00 | 1.00 | 1.00 × 10−4 | 1.00 | 1.00 |
D∣CK∣V∣CD | 0.750 | 0.382 | 0.0 | 1.00 | 0.914 | 0.185 | 0.500 | 1.00 |
D∣V | 0.389 | 0.448 | 0.0 | 1.00 | 0.978 | 0.0427 | 0.883 | 1.00 |
D∣V∣CD | 0.798 | 0.339 | 0.0 | 1.00 | 0.991 | 0.0210 | 0.940 | 1.00 |
D∣CK∣CD | 0.917 | 0.144 | 0.667 | 1.00 | 0.998 | 3.20 × 10−3 | 0.993 | 1.00 |
D-∣CK | 1.00 | 0.0 | 1.00 | 1.00 | 1.00 | 1.00 × 10−4 | 1.00 | 1.00 |
All | 0.746 | 0.265 | 0.0 | 1.00 | 0.982 | 0.0280 | 0.915 | 1.00 |
