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This paper overviews the challenges of using artificial intelligence (AI) methods when building healthcare systems, as discussed at the AIsola Conference in 2023. It focuses on the topics (i) medical data, (ii) decision support, (iii) software engineering for AI-based health systems, (iv) regulatory affairs as well as (v) privacy-preserving machine learning and highlights the importance and challenges involved when utilizing AI in healthcare systems.

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Challenges for AI in Healthcare Systems

  • 会议论文

  • 出版模式：

    开放获取

  • 发表日期：

    2025年

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  • Markus Bertl,
  • Yngve Lamo,
  • Martin Leucker,
  • Tiziana Margaria,
  • Esfandiar Mohammadi,
  • Suresh Kumar Mukhiya,
  • Ludwig Pechmann,
  • Gunnar Piho,
  • Fazle Rabbi

摘要

This paper overviews the challenges of using artificial intelligence (AI) methods when building healthcare systems, as discussed at the AIsola Conference in 2023. It focuses on the topics (i) medical data, (ii) decision support, (iii) software engineering for AI-based health systems, (iv) regulatory affairs as well as (v) privacy-preserving machine learning and highlights the importance and challenges involved when utilizing AI in healthcare systems.