A hierarchical domain adaptation framework improves slide-level HER2 grading and survival prediction across medical centers by aligning features at domain, slide, and patch levels.
Modern Pathology35(1), 44–51 (2022)
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HASD: Hierarchical Adaption for pathology Slide-level Domain-shift
A hierarchical domain adaptation framework improves slide-level HER2 grading and survival prediction across medical centers by aligning features at domain, slide, and patch levels.