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. 2021 Nov 24;12:173. doi: 10.1186/s13244-021-01117-z

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© The Author(s) 2021

Open AccessThis 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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Fig. 5 — Saliency map for example images from 7 category classifications of the test set. Red highlights the activation region of the radiologic imaging feature more associated with the predicted class. (a) Cyst, (b) HEM, (c) FNH, (d) HEP, (e) HCC, (f) ICC and (g) MET gain good display, and these maps reveal some typical radiologic imaging features of different FLLs