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. 2021 Mar 5;118(12):e2019893118. doi: 10.1073/pnas.2019893118

Table 1.

Prediction results from the neural network on 3,344 RDTs from 10 brands with respect to human reading

Model TP TN FP FN Sensitivity, % Specificity, %
Alco 5 19 0 0 100.0 100.0
Avioq 207 104 1 5 97.6 99.0
Biolidics 143 190 0 3 97.9 100.0
Biotime 18 7 0 0 100.0 100.0
Biosynex 63 126 0 1 98.4 100.0
NGBiotech Cassette 628 621 1 4 99.4 99.8
NGBiotech All in one 310 538 3 1 99.7 99.4
Nova 199 67 0 4 98.0 100.0
Realy 16 11 0 0 100.0 100.0
Solo Lab 16 9 0 0 100.0 100.0
Vedalab 18 6 0 0 100.0 100.0
Global 1,623 1,698 5 18 98.9 99.7

The true positives (TPs), true negatives (TNs), false positives (FPs), false negatives (FNs), sensitivity, and specificity are reported per device and for the whole set.