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欧州連合における持続可能な人工知能開発を導くための健康データを用いた連合学習プロジェクトのロードマップ

Janne Kommusaar1, Silja Elunurm2, Taridzo Chomutare3

  • 1Institute of Family Medicine and Public Health, Faculty of Medicine, University of Tartu, Ravila 19, Tartu, Estonia; Department of Nursing Science, Faculty of Medicine, University of Turku, Medisiina B, FI-20014 Turku, Finland.

International journal of medical informatics
|December 31, 2025
PubMed
まとめ

本研究は、信頼できるAI開発とデータ協力のための倫理的、法的、技術的、管理的原則を統合した、欧州のヘルスケアにおける責任ある連合学習（FL）のロードマップを提示する。

キーワード:
人工知能連合学習健康データロードマップ学際的協力

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Issues And Trends In Healthcare Delivery System

The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...