Table 3 Agreement between radiologists after consensus and ground truth considering as positives only CXRs marked as Indicative of COVID-19 (C) or Indicative of COVID-19 and Undetermined (C + U). \(\chi ^2\): p-value obtained with the McNemar test.
From: Assessing clinical applicability of COVID-19 detection in chest radiography with deep learning
Dataset | C | C + U | ||||
|---|---|---|---|---|---|---|
Prec. | Recall | \(\chi ^2\) | Prec. | Recall | \(\chi ^2\) | |
Mixed | 0.79 | 0.28 | < 0.0001 | 0.49 | 0.63 | < 0.0001 |
BIMCV | 0.67 | 0.19 | < 0.0001 | 0.30 | 0.75 | < 0.0001 |
COVIDGR | 1.00 | 0.26 | < 0.0001 | 0.93 | 0.54 | < 0.0001 |
CHVNGE | 0.44 | 0.13 | < 0.0001 | 0.30 | 0.54 | < 0.0001 |
All | 0.79 | 0.25 | < 0.0001 | 0.49 | 0.60 | < 0.0001 |
