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. 2018 Oct 2;8:14665. doi: 10.1038/s41598-018-33013-w

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© The Author(s) 2018

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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.

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Receiver operating characteristic curve obtained between mG and mN groups in testing dataset. The receiver operating characteristic curve was obtained between mG and mN groups in the testing dataset. The AROC with ResNet was 96.4 (95% CI: 92.0 to 100.0)%. The AROC values of the three Residents in Ophthalmology were 66.6 (95% CI: 53.4 to 79.9)%, 91.2 (95% CI: 83.9 to 98.3)%, and 88.8 (95% CI: 80.3 to 97.3)%. P values were obtained by comparing the AUC with ResNet and those of Residents in Ophthalmology A, B, C (DeLong’s method with adjustment for multiple comparisons). AROC: area under the receiver operating characteristic curve. ResNet: residual network. mG: highly myopic glaucoma patients and N: highly myopic normative subjects.