Fig. 6: Correlation analysis on tumor immune microenvironment and clinical profiles. | Nature Communications

Fig. 6: Correlation analysis on tumor immune microenvironment and clinical profiles.

From: Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides

Fig. 6

a Heatmap of Spearman’s rank correlation between model predictions and immune infiltrates. b Heatmap showing Spearman’s rank correlation between model predictions and clinical features. The bold values indicate correlation coefficients with p-values less than 0.05. The alternative hypothesis is specified as two-sided. c Classification performance by the deep features, deep features concatenated with standardized clinical features and clinical features alone. d Features with the top 10 SHAP values. Features with indices less than or equal to 523 represent deep features extracted by MILTS. Source data are provided as a Source Data file.

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