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Overview of the role of artificial intelligence in pathology: The computer as a pathology digital assistant

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

1 Scopus citations

Abstract

Pathology is rapidly evolving as it begins to embrace artificial intelligence (AI) as an enabling technology. In addition to the basic concepts of machine learning, it is important to understand the overall framework in which digital pathology and computational pathology are creating tremendous opportunities for advancing 21st-century diagnostics. From a discussion of machine learning modalities, it will be shown that both now and in the foreseeable future, the computer will not replace human cognition, creativity, and imagination. AI, however, will become a tireless and accurate pathologist’s assistant.

Original languageEnglish
Title of host publicationArtificial Intelligence in Pathology
Subtitle of host publicationPrinciples and Applications, Second Edition
PublisherElsevier
Pages343-368
Number of pages26
ISBN (Electronic)9780323953597
ISBN (Print)9780323958325
DOIs
StatePublished - Jan 1 2024

Keywords

  • Data-driven deep learning
  • Human-artificial intelligence partnerships
  • Machine learning
  • The pathology digital assistant
  • Traditional AI

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