Explainability and causability in digital pathology

• Päätekijät: Markus Plass (Tekijä), Michaela Kargl (Tekijä), Tim‐Rasmus Kiehl (Tekijä), Peter Regitnig (Tekijä), Christian Geißler (Tekijä), Theodore Evans (Tekijä), Norman Zerbe (Tekijä), Rita Carvalho (Tekijä), Andreas Holzinger (Tekijä), Heimo Müller (Tekijä)
• Aineistotyyppi: Kirja
• Julkaistu: Wiley, 2023-07-01T00:00:00Z.
• Aiheet: article
• Linkit: Connect to this object online.

Abstract The current move towards digital pathology enables pathologists to use artificial intelligence (AI)‐based computer programmes for the advanced analysis of whole slide images. However, currently, the best‐performing AI algorithms for image analysis are deemed black boxes since it remains - e...