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. 2021 Sep 13;8:726943. doi: 10.3389/fcvm.2021.726943

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Copyright © 2021 Sharma, Zhao, Mentkowski, Sonkawade, Karthikeyan, Lang and Ying.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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(A) Original ischemic scar image. (B) Heatmap of base model. (C) Heatmap of CA embedded to base model. (D) Heatmap of CA embedded to base model with 4x traditional augmentation. (E) Heatmap of CA embedded to base model with 4x PGGAN augmentation. (F) Heatmap of CA embedded to base model with 4x CycleGAN augmentation. (G) Heatmap of CA embedded to base model with 4x traditional augmentation of image in the control group.