| 海量医疗数据跨域知识安全迁移全生命周期技术研究 |
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| 引用本文： | 陆贵强,白玉真,金博,刘一玮,周海涛,陈如梵,李帜. 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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| 作者姓名： | 陆贵强 白玉真 金博 刘一玮 周海涛 陈如梵 李帜 |
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| 作者单位： | 辽宁装备制造职业技术学院资源与信息技术服务中心 沈阳110004;中国信息通信研究院云计算与大数据研究所 北京100191;大连理工大学 大连116024;云赛智联股份有限公司上海数翊信息技术分公司 上海 200434;杭州锘崴信息科技有限公司 杭州310053 |
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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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| 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。
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| 关 键 词： | 医疗数据 知识迁移 全生命周期管理 跨域安全 |
| 修稿时间： | 2022-10-12 |
Study on Full Lifecycle Technology for Cross-domain Knowledge Security Migration of Massive Medical Data |
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| LU Guiqiang,BAI Yuzhen,JIN Bo,LIU Yiwei,ZHOU Haitao,CHEN Rufan,LI Zhi. Study on Full Lifecycle Technology for Cross-domain Knowledge Security Migration of Massive Medical Data[J]. Journal of Medical Informatics, 2022, 43(10): 8-11, 29 |
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| Authors: | LU Guiqiang BAI Yuzhen JIN Bo LIU Yiwei ZHOU Haitao CHEN Rufan LI Zhi |
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| Affiliation: | Informatization and Resource Center, Liaoning Equipment Manufacturing Vocational-Technical College, Shenyang 110034, China;Cloud Computing & Big Data Research Institute, China Academy of Information and Communications Technology, Beijing 100191, China;Yiwei,Dalian University of Technology, Dalian 116024, China;.INESA Intelligent Tech Inc.Shanghai Shuyi Information Technology Branch,Shanghai 200434, China;Hangzhou Nuowei Information Technology Co., Ltd, Hangzhou 310053, China |
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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. |
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| Keywords: | medical data knowledge transfer full lifecycle management cross-domain security |
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