Extended Data Fig. 8: Examples of AI prediction basis.
From: A multimodal machine learning model for the stratification of breast cancer risk
Colour-coded heatmaps overlaid with the corresponding mammography and tri-modal ultrasound images were generated from the final convolutional layer using the Grad-CAM approach. Breast surgical pathology confirmed results of a, invasive carcinoma – predicted as class T5 by BMU-Net model, and b, fibroadenomas – predicted as class T1 by BMU-Net model.
