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. 2021 Sep 1;12:713118. doi: 10.3389/fphys.2021.713118

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Copyright © 2021 Romero, Lozano, Martínez-Gil, Serra, Sebastián, Lamata and García-Fernández.

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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Violin plots for the distribution of biomarkers on the original samples, alongside with those generated using the proposed methods: Bootstrap (Bts), Gaussian (Gau), Uniform (Unf) and generative adversarial network (GAN). Horizontal lines mark the bounds for the different acceptance criteria defined in section 2.5: $A^{r}$ , with dotted lines, $A^{μ}$ , with dash-doted lines, and $A^{M}$ with dashed lines. The units of the vertical axis are in millimeters, except for biomarkers k, which is expressed in mm⁻¹, and h/w and tor which are a dimensional.

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