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Viewpoints and Perspectives in AI (21) Adoption and Change Management of eHealth Systems (973) Organizational Issues (240) Theoretical Frameworks and Concepts (392) Decision Support for Health Professionals (1662) Imaging Informatics (347) Responsible Health AI (95)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87360, first published .
Implementing Artificial Intelligence in Radiology: Design Thinking Road Map

Implementing Artificial Intelligence in Radiology: Design Thinking Road Map

Implementing Artificial Intelligence in Radiology: Design Thinking Road Map

Authors of this article:

Vitor Ulisses Monnaka1 Author Orcid Image ;   Jéssica Andrade-Silva1 Author Orcid Image ;   Gilberto Szarf2 Author Orcid Image ;   Henrique Min Ho Lee2 Author Orcid Image
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Vitor Ulisses Monnaka   1 , MD ;   Jéssica Andrade-Silva   1 , PhD ;   Gilberto Szarf   2 , MD, PhD ;   Henrique Min Ho Lee   2 , MD

1 Department of Innovation, Hospital Israelita Albert Einstein, São Paulo, Brazil

2 Department of Radiology, Hospital Israelita Albert Einstein, São Paulo, Brazil

Corresponding Author:

  • Vitor Ulisses Monnaka, MD
  • Department of Innovation
  • Hospital Israelita Albert Einstein
  • Avenida Albert Einstein, 627/701
  • São Paulo 05652-900
  • Brazil
  • Phone: 55 1121511233
  • Email: ulisses1596@hotmail.com