技术领域technical field
本发明涉及云服务应用技术领域，特别是涉及一种基于云服务的心脏疾病诊断系统。The invention relates to the technical field of cloud service application, in particular to a heart disease diagnosis system based on cloud service.
背景技术Background technique
随着人们生活水平的提高，健康问题开始日益受到人们的重视。心脏疾病作为一类非常普遍的疾病，严重威胁着人类的健康，因此对心脏疾病的诊断成为关注的问题。With the improvement of people's living standards, health issues have been paid more and more attention by people. As a very common disease, heart disease is a serious threat to human health, so the diagnosis of heart disease has become a concern.
现有技术中，对心脏疾病的诊断方式是，病人到专业医院进行诊断，首先通过复杂的且庞大的心电采集设备采集病人的心电图数据，然后由医生对采集的心电数据进行分析，医生根据心电数据对病人情况作出诊断结果。显然这种诊断方式并不能满足实时性应用要求，而心脏疾病具有突发性和不可预测性，在现场诊断时间上的延误会增大病人的生命风险。In the prior art, the way of diagnosing heart disease is that the patient goes to a professional hospital for diagnosis, first collects the patient's ECG data through complex and huge ECG collection equipment, and then the doctor analyzes the collected ECG data, and the doctor Diagnose the patient's condition based on the ECG data. Obviously, this diagnosis method cannot meet the real-time application requirements, and heart disease is sudden and unpredictable, and the delay in on-site diagnosis time will increase the life risk of the patient.
发明内容Contents of the invention
鉴于此，本发明提供一种基于云服务的心脏疾病诊断系统，与现有技术相比，能够实现对心脏疾病的实时、快速、高效的诊断。In view of this, the present invention provides a heart disease diagnosis system based on cloud services, which can realize real-time, fast and efficient diagnosis of heart diseases compared with the prior art.
为实现上述目的，本发明提供如下技术方案：To achieve the above object, the present invention provides the following technical solutions:
一种基于云服务的心脏疾病诊断系统，包括：A heart disease diagnosis system based on cloud services, including:
穿戴设备，至少设置有用于采集人体的心电数据并将所述心电数据发送至终端设备的采集器；The wearable device is at least provided with a collector for collecting the electrocardiographic data of the human body and sending the electrocardiographic data to the terminal device;
所述终端设备，用于将所述心电数据发送给云服务端；The terminal device is configured to send the ECG data to a cloud server;
所述云服务端，用于将所述心电数据与心电数据库中数据进行匹配得出诊断结果，并将所述诊断结果返回给所述通信终端设备。The cloud server is configured to match the electrocardiographic data with data in an electrocardiographic database to obtain a diagnosis result, and return the diagnosis result to the communication terminal device.
可选地，所述云服务端还用于根据诊断结果对用户病况作出轻度、中度、严重的级别分类，并在分类为中度或者严重级别时，向所述终端设备发出提示用户及时治疗的提示信息。Optionally, the cloud server is also used to classify the user's condition into mild, moderate, and severe levels according to the diagnosis results, and when it is classified as moderate or severe, send a prompt to the terminal device to remind the user to timely Reminders for treatment.
可选地，所述云服务端还用于在根据所述诊断结果判断用户病况为突发情况时，向所述终端设备发送警示信息。Optionally, the cloud server is further configured to send warning information to the terminal device when it is judged that the user's condition is an emergency according to the diagnosis result.
可选地，所述云服务端还用于在根据所述诊断结果判断用户病况为突发情况时，触发所述终端设备向预设号码发出通话请求。Optionally, the cloud server is further configured to trigger the terminal device to send a call request to a preset number when it is judged that the user's condition is an emergency according to the diagnosis result.
可选地，所述终端设备包括：Optionally, the terminal equipment includes:
个人信息记录模块，用于记录用户的个人信息，包括姓名、性别以及年龄；Personal information recording module, used to record the user's personal information, including name, gender and age;
心电数据展示模块，用于根据用户输入的查询指令展示用户的心电数据、采集时间以及相应的诊断结果。The electrocardiographic data display module is used to display the user's electrocardiographic data, collection time and corresponding diagnosis results according to the query instruction input by the user.
可选地，所述心电数据展示模块还用于在所述采集器采集用户的心电数据过程中实时显示用户的心电图。Optionally, the electrocardiographic data display module is further configured to display the user's electrocardiogram in real time during the process of the collector collecting the user's electrocardiographic data.
可选地，所述终端设备还包括：Optionally, the terminal device also includes:
数据统计模块，用于将用户历史各次的诊断结果形成统计列表，并标记出变化趋势。The data statistics module is used to form a statistical list of the user's historical diagnosis results and mark the change trend.
可选地，所述穿戴设备还设置有用于采集人体体温的体温传感器，或/和用于测量卡路里消耗的计步器。Optionally, the wearable device is also provided with a body temperature sensor for collecting body temperature, or/and a pedometer for measuring calorie consumption.
可选地，所述采集器通过蓝牙或者红外线方式与所述终端设备传输数据。Optionally, the collector transmits data with the terminal device through bluetooth or infrared.
可选地，所述终端设备通过WIFI与所述云服务端传输数据。Optionally, the terminal device transmits data with the cloud server via WIFI.
由上述技术方案可知，本发明所提供的基于云服务的心脏疾病诊断系统，包括穿戴设备、终端设备和云服务端。通过穿戴设备实时采集用户的心电数据，将心电数据发送至用户携带的终端设备，终端设备将用户的心电数据发送给云服务端，云服务端基于建立的心电数据库，将用户心电数据与心电数据库中数据进行匹配得出诊断结果，并将诊断结果返回到用户终端设备，从而用户可以实时获得心脏疾病诊断结果。因此，本发明基于云服务的心脏疾病诊断系统，实现了对用户心脏疾病的实时、快速、高效的诊断。It can be seen from the above technical solutions that the heart disease diagnosis system based on cloud service provided by the present invention includes wearable devices, terminal devices and cloud service terminals. The wearable device collects the user's ECG data in real time, sends the ECG data to the terminal device carried by the user, and the terminal device sends the user's ECG data to the cloud server. The electrical data is matched with the data in the ECG database to obtain a diagnosis result, and the diagnosis result is returned to the user terminal device, so that the user can obtain the diagnosis result of heart disease in real time. Therefore, the heart disease diagnosis system based on the cloud service of the present invention realizes real-time, fast and efficient diagnosis of the user's heart disease.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案，下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍，显而易见地，下面描述中的附图仅仅是本发明的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动的前提下，还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments of the present invention. Those skilled in the art can also obtain other drawings based on these drawings without creative work.
图1为本发明实施例提供的一种基于云服务的心脏疾病诊断系统的示意图。FIG. 1 is a schematic diagram of a heart disease diagnosis system based on cloud services provided by an embodiment of the present invention.
具体实施方式detailed description
为了使本技术领域的人员更好地理解本发明中的技术方案，下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例仅仅是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例，都应当属于本发明保护的范围。In order to enable those skilled in the art to better understand the technical solutions in the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.
本发明实施例提供一种基于云服务的心脏疾病诊断系统，请参考图1，包括：The embodiment of the present invention provides a heart disease diagnosis system based on cloud service, please refer to Fig. 1, including:
穿戴设备10，至少设置有用于采集人体的心电数据并将所述心电数据发送至终端设备11的采集器；The wearable device 10 is at least provided with a collector for collecting the electrocardiographic data of the human body and sending the electrocardiographic data to the terminal device 11;
所述终端设备11，用于将所述心电数据发送给云服务端12；The terminal device 11 is configured to send the ECG data to a cloud server 12;
所述云服务端12，用于将所述心电数据与心电数据库中数据进行匹配得出诊断结果，并将所述诊断结果返回给所述通信终端设备。The cloud server 12 is configured to match the electrocardiographic data with the data in the electrocardiographic database to obtain a diagnosis result, and return the diagnosis result to the communication terminal device.
其中，穿戴设备10可以是手环或者其它类型的穿戴设备，可由用户方便地穿戴上。通过其设置的采集器可实时采集用户的心电数据。Wherein, the wearable device 10 may be a bracelet or other types of wearable devices, which can be conveniently worn by the user. The collector set by it can collect the user's ECG data in real time.
终端设备11可以是用户随身使用的通信设备，如智能手机等。终端设备11将穿戴设备采集的用户心电数据通过无线网络上传到云服务端12，进行分析和诊断。The terminal device 11 may be a communication device used by a user, such as a smart phone. The terminal device 11 uploads the user's ECG data collected by the wearable device to the cloud server 12 through the wireless network for analysis and diagnosis.
可以看出，本实施例基于云服务的心脏疾病诊断系统，包括穿戴设备、终端设备和云服务端。通过穿戴设备实时采集用户的心电数据，将心电数据发送至用户携带的终端设备，终端设备将用户的心电数据发送给云服务端，云服务端基于建立的心电数据库，将用户心电数据与心电数据库中数据进行匹配得出诊断结果，并将诊断结果返回到用户终端设备，从而用户可以实时获得心脏疾病诊断结果。因此，本实施例基于云服务的心脏疾病诊断系统，实现了对用户心脏疾病的实时、快速、高效的诊断。It can be seen that the heart disease diagnosis system based on cloud service in this embodiment includes a wearable device, a terminal device and a cloud server. The wearable device collects the user's ECG data in real time, sends the ECG data to the terminal device carried by the user, and the terminal device sends the user's ECG data to the cloud server. The electrical data is matched with the data in the ECG database to obtain a diagnosis result, and the diagnosis result is returned to the user terminal device, so that the user can obtain the diagnosis result of heart disease in real time. Therefore, the heart disease diagnosis system based on the cloud service in this embodiment realizes real-time, fast and efficient diagnosis of the user's heart disease.
本实施例系统，在云服务端12建立了心电数据库，其中包含大量心电数据信息。云服务端12接收到用户心电数据后，采用机器学习方法进行分析，与心电数据库中数据进行匹配。得出对用户病况的诊断结果。In the system of this embodiment, an ECG database is established on the cloud server 12, which contains a large amount of ECG data information. After the cloud server 12 receives the user's ECG data, it uses a machine learning method to analyze and match with the data in the ECG database. A diagnosis result of the user's condition is obtained.
人体心电数据非常复杂且庞大，P、Q、R、S、T各种波分别代表不同的心脏状况，对这些数据分析非常复杂。本实施例基于云服务的心脏疾病诊断系统，借助云服务端强大资源及计算能力，将对数据复杂的分析由云服务端来处理，不仅可提高对数据诊断的准确性，而且实现了快速、高效的诊断，能够更好地应对突发情况，尽可能缩短时间。Human ECG data is very complex and huge, and the P, Q, R, S, and T waves represent different heart conditions, and the analysis of these data is very complicated. This embodiment is based on the heart disease diagnosis system of cloud service. With the help of the powerful resources and computing power of the cloud server, the complex analysis of data is processed by the cloud server, which can not only improve the accuracy of data diagnosis, but also realize fast, Efficient diagnosis enables better response to emergencies and shortens the time as much as possible.
优选的，在本发明基于云服务的心脏疾病诊断系统的另一种实施例中，在上述实施例内容的基础上，所述云服务端12还用于根据诊断结果对用户病况作出轻度、中度、严重的级别分类，并在分类为中度或者严重级别时，向所述终端设备11发出提示用户及时治疗的提示信息。Preferably, in another embodiment of the heart disease diagnosis system based on cloud service of the present invention, on the basis of the content of the above embodiment, the cloud server 12 is also used to make mild, Moderate and severe levels are classified, and when classified as moderate or severe, prompt information is sent to the terminal device 11 to prompt the user to treat in time.
云服务端12根据得出的诊断结果，对用户病况进行级别分类，具体分类为轻度、中度和严重级别。用户病况被分类为中度或者严重级别，表明用户患病较为严重，则云服务端12向用户发送提示信息，以提示用户及时到专业医院进行治疗。The cloud server 12 classifies the user's condition according to the obtained diagnosis result, specifically classified into mild, moderate and severe levels. The user's condition is classified as moderate or severe, indicating that the user's illness is relatively serious, and the cloud server 12 sends a reminder message to the user to prompt the user to go to a professional hospital for treatment in time.
优选的，本实施例诊断系统，所述云服务端12还用于在根据所述诊断结果判断用户病况为突发情况时，向所述终端设备发送警示信息。Preferably, in the diagnosis system of this embodiment, the cloud server 12 is further configured to send warning information to the terminal device when the user's condition is judged to be an emergency according to the diagnosis result.
云服务端12根据得出的诊断结果，若检测到用户病况为突发情况或者可能发生突发情况，则向用户终端设备11发送警示信息，以及时提示用户呼救，提示用户拨打急救电话或者呼叫家人到现场救治，这样防止用户出现意外情况，威胁到生命安全。According to the diagnosis result obtained, if the cloud server 12 detects that the user's condition is an emergency or an emergency may occur, it will send a warning message to the user terminal device 11, prompting the user to call for help in time, prompting the user to dial an emergency number or call Family members went to the scene for treatment, so as to prevent users from accidents that would threaten life safety.
进一步优选的，所述云服务端12还用于在根据所述诊断结果判断用户病况为突发情况时，触发所述终端设备11向预设号码发出通话请求。Further preferably, the cloud server 12 is further configured to trigger the terminal device 11 to send a call request to a preset number when it is judged that the user's condition is an emergency according to the diagnosis result.
可以在终端设备11的应用程序中设置预设号码，云服务端12在根据诊断结果判断用户病况为突发情况时，触发用户终端设备向预设号码发出通话请求，以协助用户呼救。用户可以在终端设备中将家人或者急救中心的电话号码设置为预设号码，当出现突发情况时，存在用户自身可嫩无法呼救的情况，则云服务端协助用户触发通信设备呼救，从而最大程度地保障用户生命安全，争取将危险降到最小范围，A preset number can be set in the application program of the terminal device 11, and when the cloud server 12 judges that the user's condition is an emergency according to the diagnosis result, the user terminal device is triggered to send a call request to the preset number to assist the user in calling for help. The user can set the phone number of the family or the emergency center as the preset number in the terminal device. When an emergency occurs and the user cannot call for help, the cloud server will assist the user to trigger the communication device to call for help, thereby maximizing To protect the life safety of users to the greatest extent, and strive to minimize the danger,
在本发明基于云服务的心脏疾病诊断系统的又一种实施例中，在上述各实施例内容的基础上，所述终端设备11包括：In yet another embodiment of the heart disease diagnosis system based on cloud services of the present invention, on the basis of the contents of the above-mentioned embodiments, the terminal device 11 includes:
个人信息记录模块，用于记录用户的个人信息，包括姓名、性别以及年龄；Personal information recording module, used to record the user's personal information, including name, gender and age;
心电数据展示模块，用于根据用户输入的查询指令展示用户的心电数据、采集时间以及相应的诊断结果。The electrocardiographic data display module is used to display the user's electrocardiographic data, collection time and corresponding diagnosis results according to the query instruction input by the user.
可以在终端设备11中设置相应的应用程序，与穿戴设备以及云服务端建立通信连接实现该诊断功能。用户在终端设备应用程序中可进行注册，建立个人账号，记录用户的个人信息，包括姓名、性别以及年龄等。用户在通信设备中应用实时诊断功能时，打开相应应用程序，使终端设备11与穿戴设备10以及云服务端12建立通信连接，则可开始对用户进行实时的诊断。A corresponding application program can be set in the terminal device 11, and a communication connection can be established with the wearable device and the cloud server to realize the diagnosis function. Users can register in the terminal device application program, create a personal account, and record the user's personal information, including name, gender and age. When the user applies the real-time diagnosis function in the communication device, he opens the corresponding application program, and makes the terminal device 11 establish a communication connection with the wearable device 10 and the cloud server 12, and then real-time diagnosis can be started for the user.
所述心电数据展示模块还用于在所述采集器采集用户的心电数据过程中实时显示用户的心电图。在对用户心电数据采集诊断过程中，在终端设备中能够实时显示用户的心电图，使用户可以实时查看。The ECG data display module is also used to display the user's ECG in real time during the process of the collector collecting the user's ECG data. In the process of collecting and diagnosing the user's electrocardiogram data, the user's electrocardiogram can be displayed in real time in the terminal device, so that the user can view it in real time.
用户在终端设备10中可以对诊断数据及诊断结果进行管理和查询。基于通信终端设备内存较小，因此将对用户采集的心电数据存储在云服务端12，用户想要查看数据或诊断结果时可输入查询指令，终端设备从云服务端下载并展示给用户。用户可以查看历史各次监测的心电数据或诊断结果。The user can manage and query the diagnosis data and diagnosis results in the terminal device 10 . Because the memory of the communication terminal device is small, the ECG data collected by the user is stored in the cloud server 12. When the user wants to view the data or diagnosis results, he can input a query command, and the terminal device downloads it from the cloud server and displays it to the user. Users can view the ECG data or diagnosis results of each monitoring in history.
进一步的，所述终端设备11还包括数据统计模块，用于将用户历史各次的诊断结果形成统计列表，并标记出病况变化趋势。从而用户可以根据列表观察自身病况的变化情况，掌握病况变化趋势。Further, the terminal device 11 also includes a data statistics module, which is used to form a statistical list of the diagnosis results of each history of the user, and mark the changing trend of the disease condition. Therefore, the user can observe the change of his own condition according to the list, and grasp the change trend of the condition.
本实施例中，可选的，所述穿戴设备10还可设置用于采集人体体温的体温传感器，或/和用于测量卡路里消耗的计步器。通过体温传感器可获取用户体温，监测用户体温变化。计步器通过统计步数、距离、速度、时间等数据，测算用户卡路里消耗。In this embodiment, optionally, the wearable device 10 may also be provided with a body temperature sensor for collecting body temperature, or/and a pedometer for measuring calorie consumption. The body temperature of the user can be obtained through the body temperature sensor, and the change of the user's body temperature can be monitored. The pedometer calculates the user's calorie consumption by counting the number of steps, distance, speed, time and other data.
在上述各实施例中，所述采集器可通过蓝牙或者红外线方式与所述终端设备11传输数据。In each of the above embodiments, the collector can transmit data with the terminal device 11 through bluetooth or infrared.
在上述各实施例中，所述终端设备11通过WIFI与所述云服务端12传输数据。In each of the above embodiments, the terminal device 11 transmits data with the cloud server 12 through WIFI.
本实施例基于云服务的心脏疾病诊断系统，设备简单，代价小，适合于家庭使用，并且对疾病诊断具有实时性，能够快速诊断，还可针对诊断结果快速地作出相应的处理措施，这样能够更好的应对突发状况，尽可能的缩短挽救生命的时间，为用户生命安全提供最大保障。The heart disease diagnosis system based on cloud service in this embodiment has simple equipment, low cost, and is suitable for home use, and has real-time diagnosis of diseases, can diagnose quickly, and can quickly make corresponding processing measures for the diagnosis results, which can Better respond to emergencies, shorten the time to save lives as much as possible, and provide the greatest guarantee for the safety of users' lives.
以上对本发明所提供的基于云服务的心脏疾病诊断系统进行了详细介绍。本文中应用了具体个例对本发明的原理及实施方式进行了阐述，以上实施例的说明只是用于帮助理解本发明的方法及其核心思想。应当指出，对于本技术领域的普通技术人员来说，在不脱离本发明原理的前提下，还可以对本发明进行若干改进和修饰，这些改进和修饰也落入本发明权利要求的保护范围内。The heart disease diagnosis system based on cloud service provided by the present invention has been introduced in detail above. In this paper, specific examples are used to illustrate the principle and implementation of the present invention, and the descriptions of the above embodiments are only used to help understand the method and core idea of the present invention. It should be pointed out that for those skilled in the art, without departing from the principles of the present invention, some improvements and modifications can be made to the present invention, and these improvements and modifications also fall within the protection scope of the claims of the present invention.
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| CN201611099363.0ACN106510686A (en) | 2016-12-02 | 2016-12-02 | Heart disease diagnosis system based on cloud service |
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201611099363.0ACN106510686A (en) | 2016-12-02 | 2016-12-02 | Heart disease diagnosis system based on cloud service |
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| CN106510686Atrue CN106510686A (en) | 2017-03-22 |
| Application Number | Title | Priority Date | Filing Date |
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| CN201611099363.0APendingCN106510686A (en) | 2016-12-02 | 2016-12-02 | Heart disease diagnosis system based on cloud service |
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| CN (1) | CN106510686A (en) |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108134825A (en)* | 2017-12-15 | 2018-06-08 | 广东迈科医学科技股份有限公司 | Monitoring method, the device and system of health status |
| CN108742597A (en)* | 2018-07-09 | 2018-11-06 | 上海掌门科技有限公司 | Cardioelectric monitor shoulder strap and system |
| CN109464139A (en)* | 2019-01-09 | 2019-03-15 | 浙江强脑科技有限公司 | Based reminding method, mobile terminal and storage medium |
| CN110063725A (en)* | 2019-04-16 | 2019-07-30 | 上海掌门科技有限公司 | Cardioelectric monitor equipment and system for indicating risk |
| US11657921B2 (en)* | 2019-09-18 | 2023-05-23 | Tempus Labs, Inc. | Artificial intelligence based cardiac event predictor systems and methods |
| US11756688B2 (en) | 2021-05-28 | 2023-09-12 | Tempus Labs, Inc. | ECG-based cardiovascular disease detection systems and related methods |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140070957A1 (en)* | 2012-09-11 | 2014-03-13 | Gianluigi LONGINOTTI-BUITONI | Wearable communication platform |
| CN103876711A (en)* | 2014-03-27 | 2014-06-25 | 北京圣博亚科技有限公司 | Wearable electronic device and human body health monitoring and managing system |
| CN104992394A (en)* | 2015-07-24 | 2015-10-21 | 宽度科技有限公司 | Remote health physical examination management method |
| CN105118010A (en)* | 2015-09-30 | 2015-12-02 | 成都信汇聚源科技有限公司 | Chronic disease management method with functions of real-time data processing and real-time information sharing and life style intervention information |
| CN105808946A (en)* | 2016-03-08 | 2016-07-27 | 贵州省邮电规划设计院有限公司 | Remote mobile medical system based on cloud computing |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140070957A1 (en)* | 2012-09-11 | 2014-03-13 | Gianluigi LONGINOTTI-BUITONI | Wearable communication platform |
| CN103876711A (en)* | 2014-03-27 | 2014-06-25 | 北京圣博亚科技有限公司 | Wearable electronic device and human body health monitoring and managing system |
| CN104992394A (en)* | 2015-07-24 | 2015-10-21 | 宽度科技有限公司 | Remote health physical examination management method |
| CN105118010A (en)* | 2015-09-30 | 2015-12-02 | 成都信汇聚源科技有限公司 | Chronic disease management method with functions of real-time data processing and real-time information sharing and life style intervention information |
| CN105808946A (en)* | 2016-03-08 | 2016-07-27 | 贵州省邮电规划设计院有限公司 | Remote mobile medical system based on cloud computing |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108134825A (en)* | 2017-12-15 | 2018-06-08 | 广东迈科医学科技股份有限公司 | Monitoring method, the device and system of health status |
| CN108742597A (en)* | 2018-07-09 | 2018-11-06 | 上海掌门科技有限公司 | Cardioelectric monitor shoulder strap and system |
| CN109464139A (en)* | 2019-01-09 | 2019-03-15 | 浙江强脑科技有限公司 | Based reminding method, mobile terminal and storage medium |
| CN110063725A (en)* | 2019-04-16 | 2019-07-30 | 上海掌门科技有限公司 | Cardioelectric monitor equipment and system for indicating risk |
| US11657921B2 (en)* | 2019-09-18 | 2023-05-23 | Tempus Labs, Inc. | Artificial intelligence based cardiac event predictor systems and methods |
| US11756688B2 (en) | 2021-05-28 | 2023-09-12 | Tempus Labs, Inc. | ECG-based cardiovascular disease detection systems and related methods |
| US11869668B2 (en) | 2021-05-28 | 2024-01-09 | Tempus Labs, Inc. | Artificial intelligence based cardiac event predictor systems and methods |
| Publication | Publication Date | Title |
|---|---|---|
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| Date | Code | Title | Description |
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| C06 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | Application publication date:20170322 | |
| RJ01 | Rejection of invention patent application after publication |