Figure 4 | Scientific Reports

Figure 4

From: Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data

Figure 4

Experiment 3 results: the boxplots of the distributions of algorithms’ performances. The three different patients’ representation strategies are considered per modality and one representation is displayed per plot. The top row plots show training results while the bottom row plots show testing performances. All plots report on the y-axis the CIs of ComBat-center-scanner radiomics (light green, ComBat1 for short), ComBat-scanner-center radiomics (dark green, ComBat2 for short), ReComBat-center-scanner radiomics (dark yellow, reComBat1 for short), ReComBat-scanner-center radiomics (light yellow, reComBat2 for short), and OPNested ComBat radiomics (fuchsia), dual AD-AE embeddings (blue) and original radiomics (grey). The red dots highlight the mean CIs, which are also reported on the right of each respective boxplot.

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