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. 2018 Jan 8;8:7. doi: 10.1038/s41598-017-18310-0

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© The Author(s) 2017

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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(a)–(c) show a 2D Gd-T1w MRI slice with expert-annotated necrosis (outlined in green), enhancing tumor (yellow) and edematous regions (brown) in 3 different GBM patients that exhibited low, medium, and high HES respectively. The corresponding Haralick feature map has been overlaid on the manually annotated tumor regions, for HES_low (d), HES_medium (e), and HES_high (f).