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. 2021 Oct 14;11:20384. doi: 10.1038/s41598-021-99986-3

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© The Author(s) 2021

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Discriminative performance of Chest-Xray classification algorithms on prospectively collected testing set of 3289 images. Discriminative capacity of CovIx (blue), COVID-Net (red), and DeepCOVID-XR (black) is represented as Receiver Operating Characteristics (ROC) (A-D) or Precision-Recall (PR) (E-H) curves. 95% Confidence Intervals (CI), generated using 2000 bootstrap samples, are visualised as pale curves.