首页|基于人工智能的医院信息数据自动化监控系统

基于人工智能的医院信息数据自动化监控系统

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为实现医院信息数据的自动化、实时化监控,提升医院运营效率和医疗服务质量,设计基于人工智能的医院信息数据自动化监控系统.数据采集引擎利用传感器,自动化采集患者基本信息、患者临床数据等各类医院数据.所采集数据利用无线通信单元,结合LORA模块与WIFI模块,使用TCP/IP协议传送至STM32F030RCT6处理器.该处理器运行深层递归神经网络,采用单元控制机制,通过遗忘门与更新门进行网络状态的更新,输出异常医院信息数据监测结果,实现医院信息数据的自动化监控.系统测试结果表明,所设计系统能够实时监控医院患者生理数据等不同类型的医院信息数据,实时监测异常医院信息数据,为患者提供更加安全、便捷的医疗服务.
Hospital information data automation monitoring system based on artificial intelligence
In order to realize automatic and real-time monitoring of hospital information data,and improve hospital operation efficiency and medical service quality,an automatic monitoring system of hospital information data based on artificial intelligence is designed.The data acquisition engine uses sensors to automatically collect all kinds of hospital data,such as patients'basic information and patients'clinical data.The collected data is transmitted to STM32F030RCT6 processor by using wireless communication unit,combining LORA module and WIFI module,and using TCP/IP protocol.The processor runs the deep recursive neural network,adopts the unit control mechanism,updates the network state through the forgetting gate and the updating gate,outputs the monitoring results of abnormal hospital information data,and realizes the automatic monitoring of hospital information data.The system test results show that the designed system can monitor different types of hospital information data,such as the physiological data of hospital patients,and monitor abnormal hospital information data in real time,so as to provide patients with safer and more convenient medical services.

artificial intelligencehospital information dataautomationmonitoring systemprocessorforgetting gate

高明、曹春亚

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首都医科大学附属北京康复医院,北京 100144

人工智能 医院信息数据 自动化 监控系统 处理器 遗忘门

2025

电子设计工程
西安三才科技实业有限公司

电子设计工程

影响因子:0.333
ISSN:1674-6236
年,卷(期):2025.33(2)