ConcepPath aligns WSI patches to GPT-4-induced expert concepts plus learned concepts and uses a two-stage aggregation to outperform prior MIL methods on five histopathology classification tasks.
Weakly supervised deep learning for whole slide lung cancer image analysis.IEEE transactions on cybernetics50, 3950–3962 (2019)
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Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis
ConcepPath aligns WSI patches to GPT-4-induced expert concepts plus learned concepts and uses a two-stage aggregation to outperform prior MIL methods on five histopathology classification tasks.