Towards interactive AI-authoring with prototypical few-shot classifiers in histopathology

• Main Authors: Petr Kuritcyn (Author), Rosalie Kletzander (Author), Sophia Eisenberg (Author), Thomas Wittenberg (Author), Volker Bruns (Author), Katja Evert (Author), Felix Keil (Author), Paul K. Ziegler (Author), Katrin Bankov (Author), Peter Wild (Author), Markus Eckstein (Author), Arndt Hartmann (Author), Carol I. Geppert (Author), Michaela Benz (Author)
• Format: Book
• Published: Elsevier, 2024-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

A vast multitude of tasks in histopathology could potentially benefit from the support of artificial intelligence (AI). Many examples have been shown in the literature and first commercial products with FDA or CE-IVDR clearance are available. However, two key challenges remain: (1) a scarcity of tho...