Healthcare (Jul 2021)

Artificial Intelligence for Hospital Health Care: Application Cases and Answers to Challenges in European Hospitals

  • Matthias Klumpp,
  • Marcus Hintze,
  • Milla Immonen,
  • Francisco Ródenas-Rigla,
  • Francesco Pilati,
  • Fernando Aparicio-Martínez,
  • Dilay Çelebi,
  • Thomas Liebig,
  • Mats Jirstrand,
  • Oliver Urbann,
  • Marja Hedman,
  • Jukka A. Lipponen,
  • Silvio Bicciato,
  • Anda-Petronela Radan,
  • Bernardo Valdivieso,
  • Wolfgang Thronicke,
  • Dimitrios Gunopulos,
  • Ricard Delgado-Gonzalo

DOI
https://doi.org/10.3390/healthcare9080961
Journal volume & issue
Vol. 9, no. 8
p. 961

Abstract

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The development and implementation of artificial intelligence (AI) applications in health care contexts is a concurrent research and management question. Especially for hospitals, the expectations regarding improved efficiency and effectiveness by the introduction of novel AI applications are huge. However, experiences with real-life AI use cases are still scarce. As a first step towards structuring and comparing such experiences, this paper is presenting a comparative approach from nine European hospitals and eleven different use cases with possible application areas and benefits of hospital AI technologies. This is structured as a current review and opinion article from a diverse range of researchers and health care professionals. This contributes to important improvement options also for pandemic crises challenges, e.g., the current COVID-19 situation. The expected advantages as well as challenges regarding data protection, privacy, or human acceptance are reported. Altogether, the diversity of application cases is a core characteristic of AI applications in hospitals, and this requires a specific approach for successful implementation in the health care sector. This can include specialized solutions for hospitals regarding human–computer interaction, data management, and communication in AI implementation projects.

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