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Updated: May 16, 2025

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合成数据生成:一种保护隐私的方法,以加速罕见疾病研究

Jorge M Mendes1, Aziz Barbar2, Marwa Refaie3

  • 1Comprehensive Health Research Centre (CHRC), NOVA Medical School, Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisbon, Portugal.

Frontiers in digital health
|April 2, 2025
PubMed
概括

合成数据为罕见疾病研究挑战提供了解决方案. 这些人工数据模仿真实患者信息,使人工智能模型训练和临床试验模拟能够在保护隐私的同时进行.

关键词:
人工智能驱动的诊断.欧洲卫生数据空间 (EHDS)伦理框架 伦理框架医学成像医学成像保护隐私 保护隐私 保护隐私罕见疾病研究 罕见疾病研究监管合规性 监管合规性 监管合规性综合数据 综合数据

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