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CN103961069A - Intelligent health monitoring system based on cloud services - Google Patents

Intelligent health monitoring system based on cloud services
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CN103961069A
CN103961069ACN201410191704.1ACN201410191704ACN103961069ACN 103961069 ACN103961069 ACN 103961069ACN 201410191704 ACN201410191704 ACN 201410191704ACN 103961069 ACN103961069 ACN 103961069A
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community
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赵林度
刘飞
李春阳
倪燕
沈杰
李晓妮
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Southeast University
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Southeast University
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Abstract

Translated fromChinese

本发明提供了一种基于云服务的智能健康监测系统,包括监测终端;利用智能终端设备与家庭医疗设备监测人体生理数据,将所采集到的数据实时存储到居民健康档案与相应的社区云存储设备中;社区服务中心:对所述监测数据进行汇总,生成实时数据报告,记录至用户的电子健康档案中,将异常生理数据及时反馈给家庭或者个人;医院信息系统:通过社区共享平台读取电子健康档案,生成个体电子病历,接受远程挂号预约并提供远程医疗服务。本发明在医疗服务领域使用云计算的理念来构建医疗保健服务系统,保证患者在家庭、社区、医院以外的非固定健康检测环境中,能够随时随地地进行健康数据的采集、分析、传输和存储,实现远程医疗服务。

The invention provides an intelligent health monitoring system based on cloud services, including a monitoring terminal; using intelligent terminal equipment and home medical equipment to monitor human physiological data, and storing the collected data in real time in residents' health files and corresponding community cloud storage In equipment; community service center: summarize the monitoring data, generate real-time data reports, record them in the user's electronic health file, and feed back abnormal physiological data to families or individuals in time; hospital information system: read through the community sharing platform Electronic health records, generate individual electronic medical records, accept remote registration appointments and provide telemedicine services. The present invention uses the concept of cloud computing in the field of medical services to build a medical care service system, ensuring that patients can collect, analyze, transmit and store health data anytime and anywhere in non-fixed health testing environments other than families, communities and hospitals , to achieve telemedicine services.

Description

Translated fromChinese
一种基于云服务的智能健康监测系统An Intelligent Health Monitoring System Based on Cloud Service

技术领域technical field

本发明涉及一种基于医疗云计算服务的智能健康监测系统。The invention relates to an intelligent health monitoring system based on medical cloud computing services.

背景技术Background technique

健康管理在我国还属于一个新事物,无论从规模还是体系都属于起步阶段,存在健康管理的基础性不足,对健康水平监测的基础数据尚未建立。目前智能健康产业化存在以下几个问题:1)健康信息缺少共享。国内大部分医院的医疗数据信息不与外界共享,属于健康信息孤岛,容易导致服务效率低,健康管理成本高。2)缺少对健康指标的持续监控和管理。当前的健康卫生管理工作主要还是集中在患者发病后的治疗,缺少发病前的预防和监控。同时在治疗过程中由于前期健康数据缺失,对慢性病患者的持续治疗效果和恢复程度难以判定。3)现代医疗体系不能满足多层次的健康需求,如慢性病患者。当前我国的医疗体系仍然是以疾病管理为主,习以为常的“病后就医”医疗模式使得很多人在尚未完全发病的情况下对自己的健康不予重视,而病魔来袭时,已错过最佳治疗期,给慢性病患者带来了巨大身体和心理伤害。4)智能健康管理的一些技术尚不完善。医疗专用传感器终端精度高但体积大,使用复杂,需要专业医生操作使用,而基于RFID的小型传感设备虽然便于移动、操作方便,但又面临测量可靠性、传输可靠性等问题,缺乏可用于实际远程监控和诊断的远程诊断模式,同时海量健康数据的数据挖掘、远程医疗协助和健康干预方面,还面临着较多技术创新问题。Health management is still a new thing in our country. Both the scale and the system are in its infancy. There are fundamental deficiencies in health management, and the basic data for health level monitoring have not yet been established. At present, there are several problems in the industrialization of smart health: 1) There is a lack of sharing of health information. The medical data and information of most hospitals in China are not shared with the outside world, and they belong to isolated islands of health information, which can easily lead to low service efficiency and high health management costs. 2) Lack of continuous monitoring and management of health indicators. The current health and hygiene management work is mainly focused on the treatment of patients after the onset of the disease, lack of prevention and monitoring before the onset of the disease. At the same time, due to the lack of previous health data during the treatment process, it is difficult to judge the continuous treatment effect and recovery degree of patients with chronic diseases. 3) The modern medical system cannot meet multi-level health needs, such as patients with chronic diseases. At present, my country's medical system is still based on disease management. The usual medical model of "seeing a doctor after illness" makes many people ignore their own health when they are not fully ill. When the disease strikes, they have already missed the best time. The treatment period has brought huge physical and psychological harm to patients with chronic diseases. 4) Some technologies of intelligent health management are not yet perfect. Medical-specific sensor terminals have high precision but are bulky and complicated to use, requiring professional doctors to operate and use them. Although small RFID-based sensing devices are easy to move and easy to operate, they also face problems such as measurement reliability and transmission reliability. The remote diagnosis mode of actual remote monitoring and diagnosis, and the data mining of massive health data, remote medical assistance and health intervention are still facing many technical innovation problems.

发明内容Contents of the invention

为了克服现有技术中的不足,针对慢性病患者,本发明提供一种能够随时随地进行健康数据的采集、分析、传输和存储,实现远程医疗服务的基于云服务的智能健康监测系统。本发明所采用的技术方案具体是这样实现的:In order to overcome the deficiencies in the prior art and aim at patients with chronic diseases, the present invention provides an intelligent health monitoring system based on cloud services that can collect, analyze, transmit and store health data anytime and anywhere, and realize remote medical services. The technical scheme adopted in the present invention is specifically realized like this:

本发明提供了一种基于云服务的智能健康监测系统,包括The invention provides an intelligent health monitoring system based on cloud services, including

监测终端:利用带有无线通信设备和传感器的智能终端设备与家庭医疗设备监测人体生理数据,通过无线通信设备将所采集到的数据实时存储到家庭存储设备中的居民健康档案与相应的社区云存储设备中;Monitoring terminal: Use intelligent terminal equipment with wireless communication equipment and sensors and home medical equipment to monitor human physiological data, and store the collected data in real time through wireless communication equipment in the resident health files in the home storage equipment and the corresponding community cloud in the storage device;

社区服务中心:对所述监测数据进行汇总,通过敏感疾病指标监测生成实时数据报告,记录至社区云存储上用户的电子健康档案中,将异常生理数据通过无线通信设备及时反馈给家庭或者个人;Community Service Center: Summarize the monitoring data, generate real-time data reports through the monitoring of sensitive disease indicators, record them in the user's electronic health files on the community cloud storage, and timely feedback abnormal physiological data to families or individuals through wireless communication equipment;

医院信息系统:通过社区服务中心的社区共享平台读取社区云存储中的电子健康档案,生成个体电子病历,通过无线通信设备接受远程挂号预约并提供远程医疗服务。Hospital information system: Read the electronic health records in the community cloud storage through the community sharing platform of the community service center, generate individual electronic medical records, accept remote registration appointments and provide telemedicine services through wireless communication equipment.

所述无线通信设备采用无线WiFi信号或移动通信技术。The wireless communication device adopts wireless WiFi signal or mobile communication technology.

所述智能终端设备还包括控制器和电池;所述控制器是连接所述通信设备和所述传感器的中心,所述电池与各个部件相连,为系统供电。The intelligent terminal device also includes a controller and a battery; the controller is the center connecting the communication device and the sensor, and the battery is connected with each component to provide power for the system.

所述智能终端设备中的所述传感器包括:心电传感器、体温传感器、血压传感器、血氧传感器。The sensors in the smart terminal device include: an electrocardiogram sensor, a body temperature sensor, a blood pressure sensor, and a blood oxygen sensor.

医院中每位住院的病人佩戴一个采用RFID技术的腕带,所述RFID腕带中存储了病人的相关信息,包括个人基本资料以及药物过敏史,还包括传感器,所述RFID腕带与医院信息管理系统互联,医院健康中心利用RFID标签对患者健康指标实时检测、动态分析、及时预警;患者可以通过RFID家庭网关连接到居民健康档案查询自己的健康状态,并可以利用健康中心远程咨询与挂号。Every hospitalized patient in the hospital wears a wristband using RFID technology. The RFID wristband stores the relevant information of the patient, including personal basic information and drug allergy history, and also includes sensors. The RFID wristband and hospital information The management system is interconnected, and the hospital health center uses RFID tags to detect, dynamically analyze, and warn patients' health indicators in real time; patients can connect to residents' health files through the RFID home gateway to check their health status, and can use the health center for remote consultation and registration.

所述RFID腕带的传感器有:位移传感器、心电传感器、体温传感器、血压传感器。The sensors of the RFID wristband include: a displacement sensor, an electrocardiogram sensor, a body temperature sensor, and a blood pressure sensor.

所述社区云存储中的电子健康档案长期记录用户的人体生理数据,并进行数据分析与数据挖掘,挖掘潜在的健康风险。The electronic health records in the community cloud storage record the user's physiological data for a long time, and perform data analysis and data mining to discover potential health risks.

本发明利用了医疗云计算服务,在医疗服务领域使用云计算的理念来构建医疗保健服务系统,通过云服务,可以保证患者在家庭、社区、医院以外的非固定健康检测环境中,能够随时随地地进行健康数据的采集、分析、传输和存储,实现远程医疗服务,通过云计算服务实现基于大数据的健康管理。将个体和家庭成员的健康指标记录在电子健康档案中进行档案式管理,并对慢性疾病的家庭成员实施“全人全程全方位”健康管理,发现潜在风险,预防与治疗并举,保障居民健康。对于住院的病人,通过RFID智能腕带,医护人员就可以通过手持终端阅读器随时随地掌握每一位病人的准确信息,省略了各类繁杂的常规检查,为及时治疗节约了宝贵的时间。The present invention utilizes the medical cloud computing service and uses the concept of cloud computing in the medical service field to build a medical care service system. Through the cloud service, it can be ensured that patients can be monitored anytime, anywhere Acquisition, analysis, transmission and storage of health data in a timely manner, realize remote medical services, and realize health management based on big data through cloud computing services. Record the health indicators of individuals and family members in electronic health records for file management, and implement "whole person, whole process and all-round" health management for family members with chronic diseases, discover potential risks, prevent and treat simultaneously, and protect the health of residents. For hospitalized patients, through the RFID smart wristband, the medical staff can grasp the accurate information of each patient anytime and anywhere through the handheld terminal reader, omitting various complicated routine examinations, and saving precious time for timely treatment.

本发明的智能健康监测系统能够有效地提高医疗保健的质量,控制成本,提供更加便捷的医疗保健服务。The intelligent health monitoring system of the invention can effectively improve the quality of medical care, control costs, and provide more convenient medical care services.

附图说明Description of drawings

图1为本发明“个体—家庭—社区—医院”四级健康管理平台结构图。Fig. 1 is a structural diagram of the four-level health management platform of "individual-family-community-hospital" in the present invention.

图2为本发明智能终端架构示意图。FIG. 2 is a schematic diagram of the architecture of the smart terminal of the present invention.

图3为本发明“个体—家庭—社区—医院”四级健康管理框架图。Fig. 3 is a four-level health management frame diagram of "individual-family-community-hospital" in the present invention.

具体实施方式Detailed ways

为使本发明的上述目的、特征和优点能够更加明显易懂,下面结合附图对本发明的具体实施方式做详细的说明,使本发明的上述及其它目的、特征和优势将更加清晰。并未刻意按比例绘制附图,重点在于示出本发明的主旨。In order to make the above-mentioned purposes, features and advantages of the present invention more obvious and understandable, the specific implementation modes of the present invention will be described in detail below in conjunction with the accompanying drawings, so that the above-mentioned and other purposes, features and advantages of the present invention will be clearer. The drawings have not been drawn to scale, emphasis instead being placed upon illustrating the gist of the invention.

图1是本发明的“个体—家庭—社区—医院”四级健康管理平台结构图。如图1所示,本发明的基于云服务的智能健康管理方法包括个体健康模型、家庭健康模型、社区服务模型以及医院管理模型。Fig. 1 is a structural diagram of the "individual-family-community-hospital" four-level health management platform of the present invention. As shown in Fig. 1, the intelligent health management method based on cloud service of the present invention includes an individual health model, a family health model, a community service model and a hospital management model.

其中,个体健康模型和家庭健康模型主要监测体征数据,并发送到家庭和相应的社区服务中心;社区服务模型对监测数据进行分析,得出诊断结果;医院管理模型实现远程挂号,并对患者实时定位监测。医院管理模型以治疗为主,社区服务模型以服务为主,家庭和移动个体健康模型针对所处的不同环境以动态监测为主,随时随地进行健康数据的采集、处理、传输和分析。Among them, the individual health model and the family health model mainly monitor the data of physical signs and send them to the family and the corresponding community service center; the community service model analyzes the monitoring data and obtains the diagnosis result; Position monitoring. The hospital management model focuses on treatment, the community service model focuses on services, and the family and mobile individual health models focus on dynamic monitoring for different environments, collecting, processing, transmitting and analyzing health data anytime and anywhere.

图2是本发明智能终端架构示意图。如图2所示,智能终端架构主要包括4个主要部分:无线通信设备、控制器、传感器和电池。无线通信设备提供系统的通信能力;控制器是连接通信设备和传感器的中心;传感器实现智能终端与物理世界的交互,用来感知外部环境,进行各种监测;电池与各个部件相连,为系统供电。FIG. 2 is a schematic diagram of the architecture of the smart terminal of the present invention. As shown in Figure 2, the smart terminal architecture mainly includes four main parts: wireless communication equipment, controller, sensor and battery. The wireless communication device provides the communication capability of the system; the controller is the center connecting the communication device and the sensor; the sensor realizes the interaction between the smart terminal and the physical world, and is used to perceive the external environment and perform various monitoring; the battery is connected to each component to supply power for the system .

本发明智能终端设备的无线通信设备采用无线WiFi信号或移动通信技术。The wireless communication device of the intelligent terminal device of the present invention adopts wireless WiFi signal or mobile communication technology.

本发明中,智能终端设备中的传感器有:心电传感器、体温传感器、血压传感器、血氧传感器。In the present invention, the sensors in the intelligent terminal device include: an electrocardiogram sensor, a body temperature sensor, a blood pressure sensor, and a blood oxygen sensor.

图3为本发明“个体—家庭—社区—医院”四级健康管理框架图。如图3所示,本发明“个体—家庭—社区—医院”四级健康管理体系包括个体级、家庭级、社区级以及医院级。Fig. 3 is a four-level health management frame diagram of "individual-family-community-hospital" in the present invention. As shown in Figure 3, the "individual-family-community-hospital" four-level health management system of the present invention includes individual level, family level, community level and hospital level.

个体级和家庭级主要针对个体所处不同环境进行动态检测体征数据。个体级主要采集简单的人体生理数据,如常见的慢病管理,对脉搏、血氧、血压、体温进行实时检测,通过智能终端设备的无线通信设备将检测数据实时发送到家庭存储设备中的居民健康档案和相应的社区云存储设备中。家庭级是当患者在家庭环境中,通过家庭医疗设备对人体生理进行稍微复杂的数据检测,如动态心电、脑电等,还可以对个体进行定位,通过无线WiFi信号或者移动通信技术,将实时获取的家庭成员健康信息存储在电子健康档案中,并传至相应的社区云存储中,通过社区服务中心的社区共享平台与医生实时共享电子健康档案。The individual level and the family level mainly carry out dynamic detection of physical sign data for different environments in which the individual lives. The individual level mainly collects simple human physiological data, such as common chronic disease management, real-time detection of pulse, blood oxygen, blood pressure, and body temperature, and sends the detection data to residents in the home storage device in real time through the wireless communication device of the smart terminal device Health records and corresponding community cloud storage devices. The family level is when the patient is in the home environment, through the home medical equipment to carry out slightly complex data detection on human body physiology, such as dynamic ECG, EEG, etc., and can also locate the individual. Through wireless WiFi signals or mobile communication technology, the The health information of family members obtained in real time is stored in the electronic health records and transmitted to the corresponding community cloud storage, and the electronic health records are shared with doctors in real time through the community sharing platform of the community service center.

社区级主要利用云计算服务实现对用户数据的汇总,通过敏感疾病指标检测对收集到的用户生理体征数据进行分析和筛选,统计生成实时数据报告,记录至社区云存储上用户的电子健康档案中,对收集到的异常生理数据通过无线WiFi信号和移动通信技术进行反馈,通知家庭或个人预约医生提供治疗服务。同时对用户长期记录的数据进行数据分析和数据挖掘,发现潜在的健康风险,预防与治疗并举,保障居民健康。The community level mainly uses cloud computing services to realize the summary of user data, analyze and screen the collected user physiological sign data through the detection of sensitive disease indicators, generate statistics and generate real-time data reports, and record them in the user's electronic health file on the community cloud storage , feedback the collected abnormal physiological data through wireless WiFi signal and mobile communication technology, and notify the family or individual to make an appointment with a doctor to provide treatment services. At the same time, data analysis and data mining are carried out on the data recorded by users for a long time to discover potential health risks, and both prevention and treatment are carried out to ensure the health of residents.

医院级通过社区服务中心的社区共享平台读取社区云存储中的电子健康档案和实时数据报告,生成个体电子病历,并与医院信息管理系统互联,通过无线通信设备实现远程医疗与实名制挂号预约等医疗服务,医院通过个体电子病历可以及时掌握患者的信息和身体状况等。The hospital level reads the electronic health records and real-time data reports in the community cloud storage through the community sharing platform of the community service center, generates individual electronic medical records, and interconnects with the hospital information management system, realizes telemedicine and real-name registration appointments through wireless communication equipment, etc. For medical services, hospitals can keep abreast of patient information and physical conditions through individual electronic medical records.

同时,医院级对于住院病人的个体级主要通过RFID技术的应用进行信息化管理。每位住院的病人都佩戴一个采用RFID技术的腕带,当中存储了病人的相关信息,包括个人基本资料、药物过敏史等重要信息。同时,在RFID腕带中嵌入传感器,RFID腕带与医院信息管理系统互联,医院健康中心可以利用RFID标签对患者健康指标进行实时监测、动态分析、及时预警,也可以通过RFID标签对患者进行快速定位。患者可以通过RFID家庭网关连接到云服务器的数据库中的居民健康档案查询自己的健康状态,并可以向医院远程咨询与挂号;医院健康中心接到远程咨询与远程挂号时,医生可以通过个体电子病历及时掌握预约患者的信息,实施远程治疗服务。这就提供了一种无处不在、无时不在的健康管理模式。At the same time, the hospital level mainly conducts information management for the individual level of inpatients through the application of RFID technology. Every hospitalized patient wears a wristband using RFID technology, which stores the patient's relevant information, including personal basic information, drug allergy history and other important information. At the same time, sensors are embedded in the RFID wristband, and the RFID wristband is interconnected with the hospital information management system. The hospital health center can use the RFID tag to monitor the patient's health indicators in real time, dynamically analyze, and give timely warning, and can also quickly monitor the patient through the RFID tag. position. Patients can query their own health status through the resident health records in the cloud server database connected to the RFID home gateway, and can consult and register with the hospital remotely; Keep abreast of appointment patient information in a timely manner and implement remote treatment services. This provides a ubiquitous and ever-present health management model.

在本发明中,RFID腕带中的传感器有:位移传感器、心电传感器、体温传感器、血压传感器。In the present invention, the sensors in the RFID wristband include: a displacement sensor, an electrocardiogram sensor, a body temperature sensor, and a blood pressure sensor.

本发明的智能健康监测系统在医院中通过一条RFID智能腕带,医护人员就可以通过手持终端阅读器随时随地掌握每一位病人的准确信息,省略各类繁杂的常规检查,为及时治疗节约了宝贵的时间。The intelligent health monitoring system of the present invention uses an RFID intelligent wristband in the hospital, and the medical staff can grasp the accurate information of each patient anytime and anywhere through the handheld terminal reader, omitting various complicated routine inspections, and saving time and money for timely treatment. precious time.

本发明的智能健康监测系统以居民健康档案为基础,搭建了一个居民与社区服务中心、医院以及远程医疗之间的健康管理体系,运用远程生命体征检测、敏感疾病指标检测、远程健康管理、健康管家视频通讯、电话信息沟通平台等手段,将家庭成员的健康指标记录到电子健康档案中进行档案式管理,挖掘潜在的健康风险,预防与治疗并举,保障居民健康。The intelligent health monitoring system of the present invention builds a health management system between residents, community service centers, hospitals, and telemedicine based on residents' health files, and uses remote vital sign detection, sensitive disease index detection, remote health management, health The housekeeper video communication, telephone information communication platform and other means record the health indicators of family members into the electronic health files for file management, tap potential health risks, and simultaneously prevent and treat to protect the health of residents.

本发明的智能健康监测系统基于物联网和医疗云计算服务,针对慢性疾病的家庭成员实施“全人全程全方位”的移动健康管理,提供基于PHRs大数据的健康管理决策。The intelligent health monitoring system of the present invention is based on the Internet of Things and medical cloud computing services, implements "all-round and comprehensive" mobile health management for family members with chronic diseases, and provides health management decisions based on PHRs big data.

在以上的描述中阐述了很多具体细节以便于充分理解本发明。但是以上描述仅是本发明的较佳实施例而已,本发明能够以很多不同于在此描述的其它方式来实施,因此本发明不受上面公开的具体实施的限制。同时任何熟悉本领域技术人员在不脱离本发明技术方案范围情况下,都可利用上述揭示的方法和技术内容对本发明技术方案做出许多可能的变动和修饰,或修改为等同变化的等效实施例。凡是未脱离本发明技术方案的内容,依据本发明的技术实质对以上实施例所做的任何简单修改、等同变化及修饰,均仍属于本发明技术方案保护的范围内。In the foregoing description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. However, the above descriptions are only preferred embodiments of the present invention, and the present invention can be implemented in many other ways different from those described here, so the present invention is not limited by the specific implementations disclosed above. At the same time, any person skilled in the art can use the methods and technical content disclosed above to make many possible changes and modifications to the technical solution of the present invention without departing from the scope of the technical solution of the present invention, or modify it into an equivalent implementation of equivalent changes example. All the content that does not deviate from the technical solution of the present invention, any simple modification, equivalent change and modification made to the above embodiments according to the technical essence of the present invention still belong to the protection scope of the technical solution of the present invention.

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CN109411036A (en)*2017-05-092019-03-01北京华信诚达科技有限公司A kind of cloud platform system and method monitoring various disease surgery complication
CN109935346A (en)*2019-03-212019-06-25江苏盖睿健康科技有限公司A kind of intelligentized grass-roots community's health total management system
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CN106803025A (en)*2017-02-172017-06-06郑州云海信息技术有限公司A kind of intelligent health supervising device based on cloud computing
CN107092799A (en)*2017-04-282017-08-25成都华信高科医疗器械有限责任公司A kind of vital sign data management system and method based on cloud computing
CN107092799B (en)*2017-04-282023-07-18成都云处方科技有限责任公司Vital sign data management system and method based on cloud computing
CN109411036A (en)*2017-05-092019-03-01北京华信诚达科技有限公司A kind of cloud platform system and method monitoring various disease surgery complication
CN107169285A (en)*2017-05-162017-09-15中国医学科学院北京协和医院A kind of course of disease information mobile collection system complete in real time and acquisition method
CN107169297A (en)*2017-05-262017-09-15上海理工大学A kind of health monitoring system based on home and community
CN107169297B (en)*2017-05-262020-06-09上海理工大学 A family community based health monitoring system
CN107133487A (en)*2017-06-212017-09-05深圳市海威达信息技术有限公司A kind of disease prevention and cure method, device and disease prevention and cure system
CN107066832A (en)*2017-06-222017-08-18毛耀昆The intelligent monitor system and monitoring method of a kind of utilization wrist strap
CN107705857A (en)*2017-10-092018-02-16臧大维Community medicine/service and outpatient clinic intelligence control system
CN108735305A (en)*2018-05-222018-11-02丁涛A kind of medical data monitoring system Internet-based
CN109241396A (en)*2018-06-292019-01-18湖北海纳天鹰科技发展有限公司A kind of destination selecting method and device for evading aeroallergen
CN110969534A (en)*2018-09-302020-04-07上海笛乐护斯健康科技有限公司Intelligent health management and life safety insurance system and implementation method thereof
CN109036557A (en)*2018-10-112018-12-18泰安康尔健医疗科技有限公司A kind of intelligent health management platform based on cloud service
CN109326357A (en)*2018-11-272019-02-12广东智源信息技术有限公司A kind of health control method and system based on self-service slow disease intervention
CN111243689A (en)*2018-11-282020-06-05苏州市铼健康医疗护理服务有限公司Health management system covering communities and families
CN109935346A (en)*2019-03-212019-06-25江苏盖睿健康科技有限公司A kind of intelligentized grass-roots community's health total management system
CN109979581A (en)*2019-04-102019-07-05河南城建学院A kind of medical auxiliary system based on Internet of Things
CN110277154A (en)*2019-06-052019-09-24南京邮电大学 AI-based pharmaceutical service system
CN110693473A (en)*2019-11-202020-01-17哈尔滨工业大学 A patient interaction system based on a smart watch
CN111403033A (en)*2020-03-082020-07-10张瀛Comprehensive health data acquisition and analysis system based on intelligent terminal
CN111696633A (en)*2020-05-132020-09-22上海融达信息科技有限公司Disease prevention and control service system and method based on community health big data
CN113035308A (en)*2021-04-192021-06-25上海智赢健康科技有限公司Quality evaluation method and system for electronic health record
CN113035308B (en)*2021-04-192024-02-23上海智赢健康科技有限公司Quality evaluation method and system for electronic health record
CN113539481A (en)*2021-07-292021-10-22上海海事大学Blood sugar closed loop detecting system
CN114093511A (en)*2021-10-112022-02-25广州市思创泓一电子科技有限公司Family health management system
CN114639465A (en)*2022-03-182022-06-17中国建设银行股份有限公司Community psychological monitoring system and method
CN114694785A (en)*2022-03-282022-07-01华中科技大学ASCVD community health management system
CN116344049B (en)*2023-03-082023-10-03深圳市金东方电子有限公司Health management system based on intelligent watch
CN116344049A (en)*2023-03-082023-06-27深圳市金东方电子有限公司Health management system based on intelligent watch
CN117457147A (en)*2023-12-252024-01-26深圳市尼罗河移动互联科技有限公司Personalized nursing planning method and system for rehabilitation patient
CN117457147B (en)*2023-12-252024-03-19深圳市尼罗河移动互联科技有限公司Personalized nursing planning method and system for rehabilitation patient

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