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. 2017 Apr 18;7:46450. doi: 10.1038/srep46450

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This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

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The probability map predicted by the ConvNet_HUP classifier (second row, (D–F)) was compared against ground truth annotations by a pathologist (first row (A–C)). The third row shows the evaluation results of the ConvNet_HUP classifier in terms of TP (green), FN (red), FP (yellow), and TN (blue) regions.