CN111772596A - Vital sign acquisition method and device of Internet of things - Google Patents
Vital sign acquisition method and device of Internet of things Download PDFInfo
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- CN111772596A CN111772596A CN202010670923.3A CN202010670923A CN111772596A CN 111772596 A CN111772596 A CN 111772596A CN 202010670923 A CN202010670923 A CN 202010670923A CN 111772596 A CN111772596 A CN 111772596A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/01—Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
- A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
- A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
- A61B5/02055—Simultaneously evaluating both cardiovascular condition and temperature
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- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
- A61B5/14542—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring blood gases
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/746—Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms
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Abstract
The application discloses a vital sign acquisition method and device of the Internet of things, which comprises the steps of intensively acquiring at least one item of vital sign information; inputting the acquired vital sign information into a vital sign acquisition gateway; converting the data of the vital sign acquisition gateway according to a unified standard, and uniformly performing information association according to gateway time; and packaging the correlated vital sign information and transmitting the information to the terminal. The acquisition module is used for intensively acquiring at least one item of vital sign information; the transmission module is used for inputting the acquired vital sign information into the vital sign acquisition gateway; the edge calculation module is used for carrying out information conversion on the data of the vital sign acquisition gateway according to a unified standard and carrying out information association uniformly according to gateway time; and the receiving module is used for packaging the associated information and transmitting the information to the terminal. The method and the device greatly improve the timeliness and stability of vital sign acquisition in the operation process and the real-time early warning of critical values.
Description
Technical Field
The application relates to the technical field of computers, in particular to a vital sign acquisition method and device of the Internet of things.
Background
The intelligent medical construction has become the key to enhance the competitiveness and innovation of hospitals, and is also called as the third informatization revolution of hospitals. Under the strong support of the government of China, the internet of things is gradually introduced into the field of medical treatment and health, but is still in a slowly developing state, an omnidirectional intelligent medical auxiliary system is lacked, and particularly in the field of wards, the technology of the internet of things is in deep development and application.
Different vital sign data of the traditional digital operating room adopt a dispersed acquisition mode, and the different vital sign data are not related; the acquisition time of different sign acquisition instruments is independent, and a certain error exists between the actual acquisition time of different data; the data conversion and transmission protocols of different sign acquisition instruments are not completely unified, and the terminals for receiving different external vital sign data are required to support various conversion and transmission protocols.
The condition that different vital signs are collected under the condition is that the collected data are not accurate and efficient enough, timeliness and stability of the vital sign collection in the operation process are reduced, and even real-time early warning cannot be achieved.
Therefore, it is necessary to provide a technical solution for accurately and efficiently acquiring the vital sign meter.
Disclosure of Invention
The embodiment of the application provides a technical scheme of a vital sign acquisition method of the Internet of things, and the method is used for solving the problems of low timeliness and stability of vital sign acquisition.
The vital sign acquisition method of the internet of things provided by the embodiment of the application comprises the following steps:
collecting at least one item of vital sign information in a centralized manner;
inputting the acquired vital sign information into a vital sign acquisition gateway;
converting the data of the vital sign acquisition gateway according to a unified standard, and uniformly performing information association according to gateway time;
and packaging the correlated vital sign information and transmitting the information to the terminal.
Further, information conversion is performed according to a unified standard and rule, and the method specifically includes:
carrying out feature extraction and transformation on input data and extracting a feature vector representing observation data;
performing pattern recognition processing on the characteristic vector to obtain vital sign information of an acquisition target;
and correlating the obtained vital sign information according to a unified target, and obtaining consistent vital sign description information according to a unified standard.
Further, the unified standard specifically includes:
ICD-9, ICD-10, physical examination criteria, clinical auxiliary examination criteria, or laboratory examination criteria.
Further, the gateway internally supports the AT command, and correspondingly processes the information according to the stored AT command set and the stored mode.
Further, the gateway heartbeat package is set within 30-40 seconds, and the effectiveness of the link is ensured.
Further, the method further comprises:
and when the vital sign information is abnormal, performing real-time early warning.
The application also provides a vital sign collection system of thing networking, includes:
the acquisition module is used for intensively acquiring at least one item of vital sign information;
the transmission module is used for inputting the acquired vital sign information into the vital sign acquisition gateway;
the edge calculation module is used for carrying out information conversion on the data of the vital sign acquisition gateway according to a unified standard and carrying out information association uniformly according to gateway time;
and the receiving module is used for packaging the fused information and transmitting the information to the terminal.
The present application further provides a storage medium, wherein the storage medium stores a computer program, and the computer program can execute the method after being loaded.
The embodiment provided by the application has at least the following technical effects:
through collecting the vital sign information in a centralized way and converting according to the unified standard, the timeliness and the stability of vital sign collection and the real-time early warning of critical values in the operation process are greatly improved.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
fig. 1 is a flowchart of a vital sign acquisition method of the internet of things provided in the embodiment of the present application;
fig. 2 is a schematic structural diagram of a workload calculation apparatus of a terminal according to an embodiment of the present application;
fig. 3 is a schematic diagram of an acquisition network manager according to an embodiment of the present application.
Legend: 1. equipment; 11. an acquisition module; 12. a transmission module; 13. an edge calculation module; 14. and a receiving module.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the technical solutions of the present application will be described in detail and completely with reference to the following specific embodiments of the present application and the accompanying drawings. It should be apparent that the described embodiments are only some of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
Referring to fig. 1, a vital sign acquisition method for an internet of things provided in the embodiment of the present application specifically includes the following steps:
s100: at least one item of vital sign information is collected in a centralized manner.
The vital signs are used to determine the severity and criticality of the patient. Mainly heart rate, pulse, blood pressure, respiration, pain, blood oxygen, changes in pupillary and corneal reflexes, etc. Under the quiet state, the pulse of a normal person is 60-100 times/minute (generally 70-80 times/minute). Heart rate and pulse are significantly accelerated when drugs such as cardiac insufficiency, shock, hyperthermia, severe anemia and pain, thyroid crisis, myocarditis, and atropine are poisoned. When intracranial pressure increases and the atrioventricular block is complete, the pulse slows down. In general, the heart rate is consistent with a pulse, but in the event of an arrhythmia such as atrial fibrillation, frequent premature beats, etc., the pulse may be less than the heart rate, referred to as a short pulse.
The vital sign acquisition gateway of the Internet of things combines the technologies of a sensor, a computer, medical treatment and narrow-band Internet of things, realizes the real-time centralized acquisition and monitoring of body temperature, blood oxygen, electrocardio, pulse, blood pressure and other vital sign data, ensures the real-time performance and stability of the data through a built-in edge calculation module, and is widely applied to digital operating rooms and ICU wards. Compared with a traditional digital operating room vital sign acquisition and decentralized acquisition mode, centralized acquisition can be more accurate, efficient and rapid, and the timeliness and stability of vital sign acquisition in the operation process and real-time early warning of critical values are greatly improved.
S200: and inputting the acquired vital sign information into the vital sign acquisition gateway.
S300: and converting the data of the vital sign acquisition gateway according to a unified standard, and uniformly performing information association according to the gateway time.
Further, in a preferred embodiment provided in the present application, the information conversion is performed according to a unified standard, and specifically includes:
carrying out feature extraction and transformation on input data and extracting a feature vector representing observation data;
performing pattern recognition processing on the characteristic vector to obtain vital sign information of an acquisition target;
and correlating the obtained vital sign information according to a unified target, and obtaining consistent vital sign description information according to a unified standard.
Further, in an embodiment provided in the present application, the unified standard specifically includes:
ICD-9, ICD-10, physical examination criteria, clinical auxiliary examination criteria, or laboratory examination criteria.
Further, in an embodiment provided by the present application, the gateway internally supports the AT command, and performs corresponding processing on the information according to the stored AT command set and mode.
Further, in an embodiment provided by the application, the gateway heartbeat packet is set within 30-40 seconds, so that the validity of the link is ensured. And if the time is too long, the failure of the connection object cannot be detected in time, and if the time is too frequent, some computing resources and network resources are consumed.
Further, in an embodiment provided herein, the method further includes:
and when the vital sign information is abnormal, performing real-time early warning.
S400: and packaging the correlated vital sign information and transmitting the information to the terminal.
As shown in fig. 3, the vital sign acquisition information is packaged by the serial port and then delivered to the Server, and the Server may select TCPServer, UDP Server, UDP Serner, UDP, etc. And packaging the information according to the selected service end and the corresponding network protocol.
And transmitting the information to a terminal needing to receive the information through various transmission interfaces.
The unified conversion standards of different vital sign acquisition data are converted and integrated, and the data received by the vital sign acquisition gateway are uniformly marked by gateway time, so that the time error of respective data acquisition is avoided. The vital sign acquisition gateway supports interfaces such as RS-232, RS-485, network ports and serial ports, an mqtt/HTTP protocol, networking modes such as Ethernet, WiFi and 4G/5G, digital IO input/output and serial port terminal communication, provides different access schemes for different applications, receives data acquired by different vital sign acquisition instruments, and can transmit the data to different receiving terminals in different protocol modes.
The system collects the vital sign information in a concentrated mode and converts the vital sign information according to the unified standard, so that the timeliness and the stability of vital sign collection in the operation process and the real-time early warning of critical values are greatly improved.
Above, for the vital sign acquisition method of the internet of things provided by the embodiment of the present application, based on the same idea, the embodiment of the present application further provides a vital sign acquisition device 1 of the internet of things, as shown in fig. 2.
A vital sign collecting device 1 of the Internet of things comprises:
the acquisition module 11 is used for intensively acquiring at least one item of vital sign information;
the transmission module 12 is used for inputting the acquired vital sign information into the vital sign acquisition gateway;
the edge calculation module 13 is used for performing information conversion on the data of the vital sign acquisition gateway according to a unified standard, and performing information association uniformly according to gateway time;
and the receiving module 14 is configured to package the fused information and transmit the packaged information to the terminal.
An embodiment of the present application further provides a storage medium, where the storage medium stores a computer program, and after the computer program is loaded, the following steps may be executed:
collecting at least one item of vital sign information in a centralized manner;
inputting the acquired vital sign information into a vital sign acquisition gateway;
converting the data of the vital sign acquisition gateway according to a unified standard, and uniformly performing information association according to gateway time;
and packaging the correlated vital sign information and transmitting the information to the terminal.
The vital sign acquisition gateway performs information conversion and fusion on different vital sign acquisition information according to unified standards and rules, packs the fused information, and transmits the packed data, so that the vital sign information can be effectively integrated and used.
The vital sign acquisition information such as body temperature, blood oxygen, electrocardio, pulse, blood pressure and the like acquired by different vital sign acquisition devices is input into the vital sign acquisition gateway. The input data is subjected to feature extraction and transformation, and a feature vector representing the observation data is extracted. And carrying out pattern recognition processing on the characteristic vector to obtain the vital sign information content of various input data about the acquisition target. And grouping and associating the vital sign information contents related to the acquired targets according to the same target, and obtaining consistent vital sign description information according to a unified standard. And packaging the vital sign description information, delivering the packaged vital sign description information to various transmission interfaces of a gateway server, and transmitting the information to terminal equipment and instruments connected with a gateway.
The vital sign acquisition gateway collects various vital sign information in a centralized manner, abandons a traditional scattered acquisition mode, can perform unified conversion and integration on the information, solves the problems that the data acquired by the vital sign in the old mode are independent and the deviation exists in each data recording time, and solves the problem that a terminal instrument for receiving and using the vital sign acquired data needs to support various transmission interfaces.
And the conversion, integration algorithm and program of the vital sign acquisition gateway to various vital sign access information are adopted. The algorithm and the program uniformly convert the collected data of different vital signs into standard and uniformly collect time, and effectively integrate the collected information of various vital signs.
In the application, the data conversion and integration algorithm of the vital sign acquisition gateway can be realized by different computer languages, and the preset conversion and integration effect can be achieved.
In the application, the vital sign acquisition gateway can have various algorithms for realizing codes of the server and the client of different protocols, and the algorithms for realizing the codes of the server and the client of different protocols are not limited uniquely.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The above description is only an example of the present application and is not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.
Claims (8)
1. A vital sign acquisition method of the Internet of things is characterized by comprising the following steps:
collecting at least one item of vital sign information in a centralized manner;
inputting the acquired vital sign information into a vital sign acquisition gateway;
carrying out information conversion on the data of the vital sign acquisition gateway according to a unified standard, and uniformly carrying out information association according to gateway time;
and packaging the correlated vital sign information and transmitting the information to the terminal.
2. The method according to claim 1, wherein the information conversion is performed according to a unified standard and rule, and specifically includes:
carrying out feature extraction and transformation on input data and extracting a feature vector representing observation data;
performing pattern recognition processing on the characteristic vector to obtain vital sign information of an acquisition target;
and correlating the obtained vital sign information according to a unified target, and obtaining consistent vital sign description information according to a unified standard.
3. The method according to claim 1, wherein the unified standard specifically comprises:
ICD-9, ICD-10, physical examination criteria, clinical auxiliary examination criteria, or laboratory examination criteria.
4. The method of claim 1, wherein the gateway internally supports AT commands, and the information is processed accordingly according to the stored AT command set and mode.
5. The method according to claim 1, wherein the gateway heartbeat packet is set between 30-40 seconds to ensure the validity of the link.
6. The method of claim 1, further comprising:
and when the vital sign information is abnormal, performing real-time early warning.
7. The utility model provides a vital sign collection system of thing networking which characterized in that includes:
the acquisition module is used for intensively acquiring at least one item of vital sign information;
the transmission module is used for inputting the acquired vital sign information into the vital sign acquisition gateway;
the edge calculation module is used for carrying out information conversion on the data of the vital sign acquisition gateway according to a unified standard and carrying out information association uniformly according to gateway time;
and the receiving module is used for packaging the fused information and transmitting the information to the terminal.
8. A storage medium, characterized in that it stores a computer program which, when loaded, can carry out the method according to any one of claims 1 to 7.
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| US20170250872A1 (en) * | 2015-03-24 | 2017-08-31 | Huawei Technologies Co., Ltd. | Data Decision Method, Apparatus and System |
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