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. 2026 Sep 28;16:1849274. doi: 10.3389/fonc.2026.1849274

Figure 2.

Panel (A) shows a whole slide histopathology image labeled “Dead,” while (B) shows a similar image labeled “Alive.” (C) and (D) are attention maps corresponding to (A) and (B), with warm colors indicating high model attention. (E) and (F) present high-attention image patches from the “Dead” sample, while (G) and (H) display high-attention patches from the “Alive” sample. A color bar to the right of the attention maps indicates the gradient from low (blue) to high (red) attention.

Attention score heatmaps. (A) Representative WSIs from a deceased patient. (B) Representative WSIs from a surviving patient. (C) The corresponding heatmap for (A). (D) The corresponding heatmap for (C). (E) Interstitial reaction and (F) immune infiltration. High-attention patch samples from a deceased patient. (G) Mitotic figure and (H) necrosis. High-attention patch samples from a surviving patient.