Data Source | pADC | pSCC | A- Sen (rate) | A- Spe (rate) | A- Acc (rate) | Re (SCC) (rate) | Re (ADC) (rate) | |
---|---|---|---|---|---|---|---|---|
“Golden”standard data | GSE19188 | 45 | 27 | 93.33% | 96.30% | 94.44% | 3 (6.67%) | 1 (3.70%) |
E-MTAB-2435 | 0 | 63 | – | 98.41% | 98.41% | – | 1 (1.59%) | |
Total | – | 45 | 90 | 93.33% | 97.78% | 96.30% | 3 (6.67%) | 2 (2.22%) |
Integrated data (frozen) | GSE42127 | 90 | 32 | 90.00% | 84.38% | 88.52% | 9 (10.00%) | 5 (15.62%) |
GSE50081 | 127 | 43 | 88.19% | 86.05% | 87.65% | 15 (11.81%) | 6 (13.95%) | |
GSE37745 | 40 | 24 | 95.00% | 87.50% | 92.19% | 2 (5.00%) | 3 (12.50%) | |
GSE31210 | 204 | 0 | 99.02% | – | 99.02% | 2 (0.98%) | – | |
GSE31546 | 13 | 0 | 100% | – | 100% | 0 (0.00%) | – | |
GSE14814 | 32 | 26 | 93.75% | 96.15% | 94.83% | 2 (6.25%) | 1 (3.85%) | |
GSE68465 | 299 | 0 | 98.66% | – | 98.66% | 4 (1.34%) | – | |
Total | 805 | 125 | 95.78% | 88.00% | 94.73% | 34 (4.22%) | 15 (12.00%) | |
FFPE | GSE44170 | 0 | 38 | – | 92.11% | 92.11% | – | 3 (7.89%) |
Mixed | TCGA | 498 | 499 | 97.59% | 83.57% | 90.75% | 12 (2.41%) | 82 (16.43%) |
Biopsy | GSE58661 | 42 | 36 | 95.24% | 88.89% | 92.31% | 2 (4.76%) | 4 (11.11%) |
Poorly differentiated | GSE94601 | 19a | 4a | 100% | 50.00% | 91.30% | 0 (0.00%) | 2 (50.00%) |
Total | – | 1364 | 702 | 96.48% | 84.90% | 92.55% | 48 (3.52%) | 106 (15.10%) |