INSIGHT, a weakly-supervised aggregator with built-in heatmap generation, achieves strong classification and segmentation on CT and whole-slide pathology benchmarks using only image-level labels.
Joseph Paul Cohen, Paul Bertin, and Vincent Frappier
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INSIGHT: Explainable Weakly-Supervised Medical Image Analysis
INSIGHT, a weakly-supervised aggregator with built-in heatmap generation, achieves strong classification and segmentation on CT and whole-slide pathology benchmarks using only image-level labels.