Plots of predictive performance given by the area under the receiver operating curve (AUC) against finetuning training set size on a log scale.
<p>Models that did not include tumor size are represented with a <sup>†</sup>. The finetuned model (light blue bars) outperforms the baseline (dark blue) for all training set sizes, showing that self-supervised pretraining proves to be key in few-shot learning. When adding the tumo...
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2025
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