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Towards Interactive AI-authoring with Prototypical Few-Shot Classifiers in Histopathology

Petr Kuritcyn, Rosalie Kletzander, Sophia Eisenberg,Thomas Wittenberg,Volker Bruns,Katja Evert,Felix Keil,Paul K. Ziegler,Katrin Bankov,Peter Wild,Markus Eckstein,Arndt Hartmann,Carol I. Geppert,Michaela Benz

Journal of Pathology Informatics（2024）

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关键词
Digital pathology,Few-shot learning,Prototypical networks,Data augmentation,Tissue classification,Colon adenocarcinoma,Urothelial carcinoma
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