海量医疗数据跨域知识安全迁移全生命周期技术研究 |
修订日期:2022-10-12 点此下载全文 |
引用本文:陆贵强,白玉真,金博,等.海量医疗数据跨域知识安全迁移全生命周期技术研究[J].医学信息学杂志,2022,43(10):8-11, 29 |
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基金项目:国家自然科学基金资助项目“面向创新治疗方案推荐的药物可重用路径挖掘方法” (项目编号:62172074)。 |
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中文摘要:介绍国内外医疗健康大数据应用现状,基于现实中海量医疗数据可能存在的各类异质性表现,依据信息论、博弈论等技术,提出分析不同数据源对目标任务的潜在价值并据此优选数据源的方法。 |
中文关键词:医疗数据 知识迁移 全生命周期管理 跨域安全 |
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Study on Full Lifecycle Technology for Cross-domain Knowledge Security Migration of Massive Medical Data |
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Abstract:The paper introduces the application status of medical and health big data at home and abroad. Based on the heterogeneity of massive medical data in reality, and based on information theory, game theory and other technologies, it proposes the methods to analyze the potential value of different data sources for target tasks and select data sources accordingly. |
keywords:medical data knowledge transfer full lifecycle management cross-domain security |
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