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. 2017 Dec 20;7:17946. doi: 10.1038/s41598-017-17858-1

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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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Classification of NIH/3T3 versus BJ, BJ versus MCF10A, and MCF10A versus MCF7 versus MDA-MB-231 nuclei. (a) Training and validation accuracies of the neural model for the classification tasks of NIH/3T3 versus BJ, BJ versus MCF10A, and MCF7 versus MCF 10A versus MDA-MB-231 nuclei. (b) Confusion matrices for the three different classification tasks. (c) t-SNE visualizations for the three different classification tasks.