Fig. 9 | Scientific Reports

Fig. 9

From: Weakly supervised regression enables interpretable tumor detection in whole-slide histopathology without negative cases

Fig. 9

Visualization and comparison of logits heatmaps and attention heatmaps for tumor detection. The first row shows examples from the TNBC dataset, while the second row shows examples from the AQUILA dataset. The set of images in column (a) shows good examples where the attention heatmap and logits heatmap align with tumor regions, while column (b) shows examples with reversed attention heatmaps, where the attention mechanism highlights non-tumor regions instead.

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