Fig. 3: Explainability and interpretability visualisations for images incorrectly classified by the model, where one false positive (FP) and one false negative (FN) images from the L1-UK-CRC -SVS-1-BLIND cohort are shown. | npj Digital Medicine

Fig. 3: Explainability and interpretability visualisations for images incorrectly classified by the model, where one false positive (FP) and one false negative (FN) images from the L1-UK-CRC -SVS-1-BLIND cohort are shown.

From: H&E-based MSI/MMR testing with AI in colorectal cancer: a multi-centred blinded evaluation

Fig. 3

A Original WSI and two ROIs beneath it (selected from different regions indicated by the red boxes). B Attention scores with darker hues of red indicating high attention and blue indicating low attention. C Annotated regions based on a classification of the tissue, including adipose, background, debris, lymphocytes, mucus, smooth muscle, normal colon mucosa, stroma, and tumour.

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