广东省人民医院手术患者围术期医疗专科数据资源库
收藏资源简介:
手术患者围术期医疗专科数据资源库,通过物联网数据对接、临床数据对接,实现围术期设备监测数据、患者基本信息、临床表现、相关检查等领域的医学信息覆盖。同时采用AES加密方法,对患者身份证号、住院号、入出转时间等进行加密、脱敏处理,对各种不同来源的医学信息进行时序重组织,以多元信息图谱、医学信息模型两种方式实现数据物理存储,同时满足面向深度学习、机器学习、知识图谱等不同技术方向的数据支撑。
Perioperative Medical Specialized Data Repository for Surgical Patients: Through IoT and clinical data docking, this repository achieves comprehensive coverage of medical information spanning perioperative equipment monitoring data, patient basic information, clinical manifestations, and relevant examinations. Meanwhile, the AES encryption method is adopted to encrypt and desensitize sensitive information such as patient ID numbers, hospital admission numbers, and admission/discharge/transfer timestamps. Medical information from various sources is temporally reorganized, and physical data storage is implemented via two modes: multi-dimensional information graphs and medical information models. Additionally, it can provide data support for diverse technical directions including deep learning, machine learning, and knowledge graphs.




