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. 2022 Feb 17;12:2683. doi: 10.1038/s41598-022-06606-9

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© The Author(s) 2022

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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Visualization of typical 3D feature maps before and after the four dilation layers. Detailed input and output datasets are presented in the Supplementary Material. (a) The 3D feature maps generated after the encoder and before the dilation layers. Each map is with a volumetric resolution of 28 × 28 × 10. (b) The 3D feature maps generated after the four dilation layers and before the decoder layers. Each map is with a volumetric resolution of 14 × 14 × 5.