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• Privacy-preserving training and deployment of LLMs on sensitive healthcare data • Federated learning approaches for collaborative LLM development in healthcare • Differential privacy techniques for LLM-based medical text generation and analysis • Secure multi-party computation for LLM-driven clinical decision support systems • Homomorphic encryption methods for protecting patient data in LLM applications • Blockchain-based solutions for auditable and secure LLM医疗保健中的LLM互动•负责在医疗诊断和治疗中负责使用LLM的道德框架•LLM在关键医疗保健应用中的对抗性鲁棒性•保护自然语言处理以进行电子健康记录的自然语言处理。设置•针对特定领域的医学LLM的隐私感知转移学习技术•安全的多模式LLMS用于临床数据源的集成分析
IEEE生物医学与健康杂志...
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