Scatterplots of ground truth versus predicted protein expression profiles for top predicted protein biomarkers. Also shown is the comparative performance of Ouroboros versus the baseline ResNet50 model in terms of the mean (standard deviation) of Pearson (r) and Spearman correlation coefficients (ρ) between predicted and actual expression of various proteins across test image patches (correlation P-value $≪0.001$⁠).