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From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology
We validate quantitatively our methods by quantifying the agreements of our explanations' heatmaps with pathologists' annotations, as well as with predictions from a segmentation model trained on such annotations.
Explainable Artificial Intelligence (XAI)
whole slide images
