PATHS, a top-down hierarchical transformer that repeatedly zooms into the most important patches of a whole slide image, reports a mean survival c-index of 0.665 over five TCGA datasets while reading only a small fraction of each slide.
Differentiable patch selection for image recognition
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PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis
PATHS, a top-down hierarchical transformer that repeatedly zooms into the most important patches of a whole slide image, reports a mean survival c-index of 0.665 over five TCGA datasets while reading only a small fraction of each slide.