WO2022166671A1

WO2022166671A1 - Biomedical consumable purchase analysis system and method

Info

Publication number: WO2022166671A1
Application number: PCT/CN2022/073632
Authority: WO
Inventors: 严太亨; 严惠霖
Original assignee: 严太亨; 严惠霖
Priority date: 2021-02-04
Filing date: 2022-01-25
Publication date: 2022-08-11
Also published as: CN114864058A

Abstract

A biomedical consumable purchase analysis system that can perform analysis according to sales and usage data of a biomedical consumable, and an application method therefor. The method comprises: recognizing and reading, at each of a sales position and a usage position, a first data point and a second data point of a biomedical consumable, merging the first data point and the second data point to generate a readable data packet, and then sending same; an interaction apparatus obtaining detection result data at the second data point; collecting personal data of a user of the biomedical consumable, then merging the personal data with the detection result data to generate a readable data packet, and then sending same; receiving the readable data packets at a third data point that is different from the previous two data points, and determining that the readable data packets received at different data points match each other, so as to obtain life cycle data of the biomedical consumable; and combining the life cycle data with the detection result data and the personal data, so as to obtain data of the correlation between the personal data, a purchase habit and a corresponding detection result.

Description

Biomedical consumables procurement analysis system and method

technical field

The present invention generally relates to the field of biomedical consumables, and in particular relates to a system and method for analyzing the procurement data of biomedical consumables.

Background technique

Traditional biomedical consumables are traded over the counter or, more recently, can also be ordered online. In the traditional sales method, it is difficult for suppliers to manage and track the different stages of the product life cycle, which brings many problems: Difficulty in inventory management , you will not receive a warning before the product expires, and you cannot adjust production or logistics in time; the sales data is inaccurate, and many data analysis (such as sales forecast, user behavior analysis, etc.) cannot be carried out due to lack of data information; logistics management is difficult , unable to plan and supply goods in time; unable to prevent counterfeit products, consumers and sellers may have difficulty distinguishing counterfeit products and genuine products.

Patent document 1 (CN109871913A) describes a whole-process traceability management system and method for medical consumables. By scanning the barcode of the test reagents, the judgment of qualified or overdue test reagents is realized, and the whole process of supervision of test reagents from production to use is achieved. Purpose. Patent document 2 (CN109615039A) describes a management system and method for medical consumables and medical reagents using RFID technology, which identifies and manages the information of reagents or consumables through RFID technology, monitors the quantity and validity period of reagents or consumables at any time, and reminds them. Alarm, realizes the management and deployment of reagents and consumables. Patent Document 3 (CN110289087A) describes a medical equipment consumables management system in a modern hospital, which is updated to the hospital's ERP system through the consumables management center platform and its consumables file management terminal and institutional management terminal, providing product catalogs for ERP, and also Provide detailed archival information for traceability.

In the existing technology, the data of consumables in the circulation link can be obtained by scanning and other methods, so as to realize traceability, inventory, logistics and judgment of qualified products. However, there are the following situations, which the above techniques have not found and have no solution to:

1. There is a correlation analysis between the test results of biomedical consumables and the living habits and purchasing habits of the test subjects. Further, statistics generated using artificial intelligence can be used in many industries and applications, including but not limited to disease control, disease prevention, disease surveillance, public health statistics, health improvement and fitness.

2. Biomedical consumables, especially point-of-care testing (POCT) biomedical consumables, enable medical testing near the time or place of patient care, rather than traditional testing limited to medical laboratories. Through the correlation analysis of sales data and used data, data such as sales and use location ranking, time ranking, and result-time correlation can be obtained, so as to guide enterprises to arrange real-time detection of automatic vending of consumables at reasonable spatial positions and time nodes machine and instant detection machine.

technical problem

The purpose of the present invention is to provide a system and method for purchasing and analyzing biomedical consumables that can be analyzed according to the sales and usage data of biomedical consumables in view of the problems existing in the above background technology.

technical solutions

In order to achieve the above object, the technical scheme of the present invention includes:

A biomedical consumables procurement analysis system, comprising biomedical consumables having a unique identifier with identifiable and readable data;

Also include at least:

The first data point, located at the sales location of the biomedical consumables, is used to identify and read the unique identifiers of the biomedical consumables being sold, and send out after combining to generate a readable data package;

The second data point, located at the use position of the biomedical consumables, is used to identify and read the unique identifier of the biomedical consumables used, and then send out after combining to generate a readable data package;

The interactive device obtains test result data generated after using the biomedical consumables at the second data point; collects personal data of the biomedical consumables user, and combines the test result data and the personal data to generate a readable data package and sends it out;

A third data point, physically different from the first data point and the second data point, for receiving and analyzing the first data point, the second data point and the readable data packets sent by the interactive device ; If the readable data packets received at different data points are matched with each other, establish a correlation connection to obtain the life cycle data of the biomedical consumables; the life cycle data and the test result data and the individual The data are combined to obtain correlation data between personal data, purchasing habits and corresponding test results.

Although the prior art has disclosed the scheme of supervising and coordinating the whole process of traceability management of medical consumables, identifying products through RFID technology and issuing reminders in time and applying them to the ERP system, there is no deep correlation between the detection results of medical consumables and the detection objects. . In view of this situation, the biomedical consumables procurement analysis system provided by the present invention not only collects relevant data on the sales and use positions of biomedical consumables at the first data point and the second data point, but also collects relevant data through the interactive device and the third data point. Link the user's test results with personal data.

Wherein, the interactive device simultaneously collects the detection data after the user uses a certain medical consumable and the user's personal data, rather than only the product data of the medical consumable itself. The third data point at a different position from the first two data points receives all the aforementioned readable data packets, and the third data point finds and establishes correlation in these readable data packets, wherein the matching between different data points can be achieved. Read the data package to get the life cycle data of the biomedical consumables, which can be used to master various data of a biomedical consumable from sales to use. These data bring convenience to various analysis of biomedical consumables from sales to use. .

More importantly, life cycle data, monitoring result data and personal data are also associated at the third data point, and the obtained correlation data between personal data, purchasing habits and test results makes biomedical consumables not limited to simple From the perspective of production and sales management, it also penetrates into the fields closely related to users, providing data support for further applications. This correlation data can not only be used to further refine and scientifically manage the production and sales of biomedical consumables, but also provide a data analysis basis for disease control and prevention, disease monitoring, public health statistics, and health improvement.

Further, the life cycle data of the biomedical consumables is used for inventory management, logistics management, product expiration management, anti-counterfeiting management and/or sales data analysis. The first data point is the sales-related data, and the second data point records the relevant data of use. Through these data, it is possible to monitor in real time what biomedical consumables are sold when, where, and how much. Inventory management is also more convenient for scientific production, product supply and sales data analysis and management. And because the data of each biomedical consumable is recorded, in the product expiration management, the biomedical consumables that are closer to the expiration date can be shipped and sold first, and reminders can be set before the product expires. Users can also know the traceability of the biomedical consumables purchased by themselves after identifying and reading their unique identifiers, so as to avoid buying counterfeit products.

Further, the first data point also sends the position, unit price and/or sales quantity of the first data point as its own data combined with the unique identifier data of the biomedical consumables;

The second data point also sends the position, usage pattern and/or usage habit data of the second data point as its own data combined with the unique identifier data of the biomedical consumables;

The third data point is used for receiving and analyzing the readable data packets sent by the first data point, the second data point and the interactive device, if the readable data packets received at different data points match each other , establish a correlation relationship, and obtain the correlation relationship between the sales behavior and the use behavior of the biomedical consumables in terms of location, price, use pattern or use habit.

Different from the general data that only records the relevant data of the product itself, the present invention also records and collects data other than the biomedical consumables itself after identifying and reading the unique identifier of the biomedical consumables at the first data point—— That is, the location of the first data point, the sales unit price and the sales data of the biomedical consumables at this time, and the final data sent out is a combination of the two types of data; among them, since the first data point is the sales location, its sales are recorded. The location, unit price and quantity sold can combine the product itself with physical location and sales.

Similar to the first data point, the position, usage pattern and/or usage habit data of the second data point where the biomedical consumable is located at this time are also collected on the second data point. Among them, since the second data point is the use location, the user has completed the purchase behavior at this time, and the collection mainly includes where and how to use the purchased biomedical consumables.

The third data point receives and correlates the readable data packets collected from the two previous data points. Since these data also contain personalized data on purchase and use, it can better analyze the performance of biomedical consumables. The correlation between sales behavior and usage behavior in terms of location, price, usage pattern, or usage habits.

The unique identifier on each biomedical consumable may contain a variety of data. In the present invention, preferably, the unique identifier has data including: identification mark (which can be used to identify what kind of product the biomedical consumable is), time stamp (in the The time when each data point was recognized), the location stamp (the location when each data point was recognized), and the product information (the product name, manufacturer, production date, etc. of the medical consumables themselves) or any of them. combination of species.

Further, the data of the unique identifier is identified and read by manual, two-dimensional code, bar code, or RFID. Since biomedical consumables are sold and used in various scenarios and locations, it is difficult to control the hardware situation where they are identified, so the present invention sets one or more of the above methods as an identification method.

Further, the first data point is a point of sale with a scanner that recognizes and reads the unique identifier. Only point-of-sale scanners with scanners that recognize and read unique identifiers can identify and send data on biomedical consumables sold for subsequent collection and analysis.

Further, the first data point is a sales device having a scanning component, when the biomedical consumables are sold, the scanning component can identify and read the unique identifier of the biomedical consumables. The sales of biomedical consumables are often manual sales at storefront counters. In this application, sales devices with scanning components (such as self-service vending machines) are preferred. This kind of sales device completes the entire purchase process by the buyer, which can better protect the use of user's privacy. And because there is no need for permanent staff, it is more adaptable and lower in cost, which is conducive to large-scale applications and forms a dense sales network.

Further, the second data point is located at the position where the biomedical consumables are used, and is suitable for independent use and cooperative use with other equipment. Due to the variety of biomedical consumables, in the use of biomedical consumables, some can be used independently without the help of other equipment and instruments, and some need to be used in conjunction with other equipment and instruments. in the present invention.

Further, the interaction device is a mobile terminal with an application program, the application program is used to receive and store the detection result data; for collecting the personal data of the user obtained after tracking, the personal data includes age, height, Any one or a combination of weight, heart rate, and physical activity. A mobile terminal with an application program is a device that people will carry around in modern life. Using this mobile terminal as an interactive device can receive and store detection result data in real time and quickly. And because such devices are closely related to people, they often store personal data of users, and these data can be conveniently combined with the biomedical consumables procurement analysis system of the present invention through a mobile terminal.

Further, the third data point is a remote data center, which is connected to the first data point and the second data point in a wired or wireless manner; the third data point stores data in a private blockchain database. The remote data center is usually a background server, which has powerful storage and computing functions, which is convenient for correlation analysis of various types of data. Storing data with virtually immutable blockchain technology in remote data centers can prevent hacking, theft, privacy violations and fraudulent activities, so that the authenticity of the data is guaranteed.

Further, the third data point is integrated into the ERP software, or the third data point can be interfaced with the existing ERP software. ERP software refers to the management software used by enterprise organizations to collect, store and manage different business activities. Integrating the third data point in the present invention into the enterprise's own management software can make various analysis and management more convenient and more efficient. Good for other business activities.

Further, in addition to the first data point, the second data point and the third data point, other data points are also included, which are used for data identification, reading and sending of the biomedical consumables in other places of purchase. For example, it is also possible to set up a data point after manufacturing is complete to capture production-related information. More data points can better help analyze all aspects of biomedical consumables from production to sales to use, and more data can help make more scientific decisions and more rational use.

Another object of the present invention is to provide an application method of the above system, including biomedical consumables having a unique identifier, the unique identifier having identifiable and readable data;

At least the following steps are included:

Identify and read the unique identifier of the biomedical consumables at the sales location of the biomedical consumables, combine them to generate a readable data package and send them out;

Identify and read the unique identifier of the used biomedical consumables at the use position of the biomedical consumables, combine them to generate a readable data package and send them out;

Obtain the test result data generated after using the biomedical consumables at the second data point; collect the personal data of the biomedical consumables user, and combine the test result data and the personal data to generate a readable data package and send it out;

Receive and analyze the readable data packets of the first and second data points, detection results and personal data; if there is a match between the readable data packets received at different data points, establish a correlation to obtain the life cycle data of the biomedical consumables; the life cycle data is combined with the test result data and personal data to obtain correlation data between personal data, purchasing habits and corresponding test results.

beneficial effect

As described in the biomedical consumables procurement analysis system, the control method in the present invention can analyze the correlation between the detection result of the biomedical consumables and the living habits and purchasing habits of the detection object. These data can be used in many industries and applications, including but not limited to disease control, disease prevention, disease surveillance, public health statistics, health improvement and fitness, and can achieve a more scientifically sound and broad range of applications than are available in the state of the art.

Description of drawings

1 is a schematic diagram of a biomedical consumables procurement analysis system of the present invention;

FIG. 2 is a flowchart of an application method of the biomedical consumables procurement analysis system of the present invention.

Embodiments of the present invention

A biomedical consumables procurement analysis system and method of the present invention will be described in detail with reference to the accompanying drawings, so as to explain and illustrate the protection scope of the present invention.

As shown in FIG. 1, a biomedical consumables procurement analysis system includes biomedical consumables with a unique identifier, and the unique identifier has identifiable and readable data;

Also includes:

Biomedical consumables refer to equipment and equipment in the field of medical care or public health applied in the field of medicine or natural sciences, such as insulin strips, pregnancy test strips, and medical devices for birth control. Although the prior art has disclosed the scheme of supervising and coordinating the whole process of traceability management of medical consumables, identifying products through RFID technology and issuing reminders in time and applying them to the ERP system, there is no deep correlation between the detection results of medical consumables and the detection objects. . In view of this situation, the biomedical consumables procurement analysis system provided by the present invention not only collects relevant data on the sales and use positions of biomedical consumables at the first data point and the second data point, but also collects relevant data through the interactive device and the third data point. Link the user's test results with personal data.

The first data point can be anywhere where biomedical consumables are sold. A unique identifier refers to any information unique to a single consumable medical consumable, including but not limited to data such as product ID, expiration date, production date, and product color. The data of the unique identifier may be scanned by the scanner to read the unique identifier before being sold to the customer on the pharmacy table, or it may be identified and read by manual, QR code, barcode, or RFID means. Since biomedical consumables are sold and used in various scenarios and locations, it is difficult to control the hardware situation where they are identified, so the present invention sets one or more of the above methods as an identification method. The first data point is preferably a point of sale with a scanner that recognizes and reads the unique identifier, since only a point of sale with a scanner that recognizes and reads the unique identifier can recognize and send the data of the biomedical consumables sold out for subsequent collection and analysis.

The second data point can be used anywhere biomedical consumables are used, both for stand-alone use and for use with other equipment. Due to the variety of biomedical consumables, in the use of biomedical consumables, some can be used independently without the help of other equipment and instruments, and some need to be used in conjunction with other equipment and instruments. in the present invention.

The interactive device simultaneously collects the detection data after the user uses a certain medical consumable and the user's personal data, rather than only the product data of the medical consumable itself. The third data point at a different position from the first two data points receives all the aforementioned readable data packets, and the third data point finds and establishes correlation in these readable data packets, wherein the matching between different data points can be achieved. Read the data package to get the life cycle data of the biomedical consumables, which can be used to master various data of a biomedical consumable from sales to use. These data bring convenience to various analysis of biomedical consumables from sales to use. . The interactive device is a mobile terminal with an application program (such as a smart phone, a tablet computer, a smart watch, etc.), the application program is used to receive and store the test result data; it is used to collect the user's personal data obtained after tracking, so The personal data includes any one or a combination of age, height, weight, heart rate, and amount of exercise. A mobile terminal with an application program is a device that people will carry around in modern life. Using this mobile terminal as an interactive device can receive and store detection result data in real time and quickly. And because such devices are closely related to people, they often store personal data of users, and these data can be conveniently combined with the biomedical consumables procurement analysis system of the present invention through a mobile terminal.

More importantly, life cycle data, monitoring result data and personal data are also associated at the third data point, and the obtained correlation data between personal data, purchasing habits and test results makes biomedical consumables not limited to simple From the perspective of production and sales management, it also penetrates into the fields closely related to users, providing data support for further applications. This correlation data can not only be used to further refine and scientifically manage the production and sales of biomedical consumables, but also provide a data analysis basis for disease control and prevention, disease monitoring, public health statistics, and health improvement. For example: Disease Control and Testing can tell where the virus is spreading most by plotting test positive/negative results obtained at multiple data points. Through the data collected at various data points, the physiological health data and geographic location of infected and healthy people are compared. If the information is found to be highly similar, these people can be judged as high-probability infected people. This method is convenient for helping to determine high-risk infection areas or high-risk infection groups when it is impossible for everyone to obtain the final test in time during the outbreak of a new large-scale infectious disease, and it is helpful for relevant departments or organizations to make predictions based on these data. Disease control hands to stop further outbreaks of the disease.

On the basis of the solution of the above three data points, this embodiment preferably includes other data points in addition to the first data point, the second data point and the third data point, which are used for purchasing biomedical consumables in the procurement process. Other locations for data identification, reading and sending. For example, it is also possible to set up a data point after manufacturing is complete to capture production-related information. More data points can better help analyze all aspects of biomedical consumables from production to sales to use, and more data can help make more scientific decisions and more rational use.

The life cycle data of biomedical consumables recorded in the present invention can be applied in various fields, such as inventory management, logistics management, product expiration management, anti-counterfeiting management and/or sales data analysis. The first data point is the sales-related data, and the second data point records the relevant data of use. Through these data, it is possible to monitor in real time what biomedical consumables are sold when, where, and how much. Inventory management is also more convenient for scientific production, product supply and sales data analysis and management. And because the data of each biomedical consumable is recorded, in the product expiration management, the biomedical consumables that are closer to the expiration date can be shipped and sold first, and reminders can be set before the product expires. Users can also know the traceability of the biomedical consumables purchased by themselves after identifying and reading their unique identifiers, so as to avoid buying counterfeit products.

As a preferred solution for data recording, the first data point also sends the position, unit price and/or sales quantity of the first data point as its own data combined with the unique identifier data of the biomedical consumables;

The unique identifier on each biomedical consumable may contain a variety of data. In the present invention, preferably, the unique identifier has data including: identification mark (which can be used to identify what kind of product the biomedical consumable is), time stamp (in the The time when each data point is recognized), the location stamp (the location when each data point is recognized), product information (the unique corresponding product ID, name, manufacturer, production date, etc. of the medical consumables themselves) Among them one or any combination of them.

In order to ensure that sales activities are recorded, the first data point is preferably a sales device having a scanning component that can identify and read the unique identifier of the biomedical consumable when the biomedical consumable is sold. The sales of biomedical consumables are often manual sales at storefront counters. In this application, sales devices with scanning components (such as self-service vending machines) are preferred. This kind of sales device completes the entire purchase process by the buyer, which can better protect the use of user's privacy. And because there is no need for permanent staff, it is more adaptable and lower in cost, which is conducive to large-scale applications and forms a dense sales network.

The third data point is physically different from the first data point and the second data point, so its location is not limited to the place of sale and use. In order to achieve better data collection and analysis effects, this embodiment provides a third data point. Two preferred options for data points to suit different usage scenarios.

The first is: the third data point is a remote data center, which is connected to the first data point and the second data point by wire or wireless; the third data point stores data in a private blockchain database. The remote data center is usually a background server, which has powerful storage and computing functions, which is convenient for correlation analysis of various types of data. Storing data with virtually immutable blockchain technology in remote data centers can prevent hacking, theft, privacy violations and fraudulent activities, so that the authenticity of the data is guaranteed. A blockchain is an ever-growing list of records, called blocks, that are associated with the use of cryptography. Each block contains the cryptographic hash, timestamp and data of the previous block. By design, blockchains are resistant to modification of data, because to change a block of data, every previous block of data must be decoded and modified. In other words, once any given block of data is recorded, it cannot be retroactively changed without changing all subsequent blocks of data, which requires the majority consent of every user of the network.

The second is: the third data point is integrated into the ERP software, or the third data point can be connected with the existing ERP software. ERP software refers to the management software used by enterprise organizations to collect, store and manage different business activities. Integrating the third data point in the present invention into the enterprise's own management software can make various analysis and management more convenient and more efficient. Good for other business activities.

Figure 2 shows the application method of the above system of the present invention, including biomedical consumables with a unique identifier, and the unique identifier has identifiable and readable data;

At least the following steps are included:

Receive and analyze the readable data packets of the first and second data points, detection results and personal data; if there is a match between the readable data packets received at different data points, establish a correlation , obtain the life cycle data of the biomedical consumables, otherwise record the relevant information; the life cycle data is combined with the test result data and personal data to obtain the correlation between personal data, purchasing habits and the corresponding test results data.

In this embodiment, a method for confirming the sales of biomedical consumables by applying the control method is provided, which can compare the readable data packets received from the first data point and the second data point with the existing database at the third data point. Store data in the readable data package to determine whether it can be matched. When it can match, it will confirm the sales of the biomedical consumables corresponding to the readable data package, and record the relevant information; if there is no matching data, the sales will not be confirmed temporarily, and then the relevant information.

According to the disclosure and teaching of the above specification, those skilled in the art can also make changes and modifications to the above embodiments. Therefore, the present application is not limited to the specific embodiments disclosed and described above, and some modifications and changes to the application should also fall within the protection scope of the claims. In addition, although some specific terms are used in this specification, these terms are only for convenience of description and do not constitute any limitation.

Claims

A biomedical consumables procurement analysis system, comprising biomedical consumables with a unique identifier, the unique identifier having identifiable and readable data; characterized in that,

Also include at least:

The first data point, located at the sales location of the biomedical consumables, is used to identify and read the unique identifiers of the biomedical consumables being sold, and send out after combining to generate a readable data package;

The second data point, located at the use position of the biomedical consumables, is used to identify and read the unique identifier of the biomedical consumables used, and then send out after combining to generate a readable data package;

The interactive device obtains test result data generated after using the biomedical consumables at the second data point; collects personal data of the biomedical consumables user, and combines the test result data and the personal data to generate a readable data package and sends it out;

A third data point, physically different from the first data point and the second data point, for receiving and analyzing the first data point, the second data point and the readable data packets sent by the interactive device ; If the readable data packets received at different data points are matched with each other, establish a correlation connection to obtain the life cycle data of the biomedical consumables; the life cycle data and the test result data and the individual The data are combined to obtain correlation data between personal data, purchasing habits and corresponding test results.
The analysis system according to claim 1, wherein the life cycle data of the biomedical consumables is used for inventory management, logistics management, product expiration management, anti-counterfeiting management and/or sales data analysis.
The analysis system of claim 1, wherein:

The first data point also sends the position, unit sales price and/or sales quantity of the first data point as its own data combined with the unique identifier data of the biomedical consumables;

The second data point also sends the position, usage pattern and/or usage habit data of the second data point as its own data combined with the unique identifier data of the biomedical consumables;

The third data point is used for receiving and analyzing the readable data packets sent by the first data point, the second data point and the interactive device, if the readable data packets received at different data points match each other , establish a correlation relationship, and obtain the correlation relationship between the sales behavior and the use behavior of the biomedical consumables in terms of location, price, use pattern or use habit.
The analysis system according to any one of claims 1-3, characterized in that, the data possessed by the unique identifier includes one or any combination of identification marks, time stamps, location stamps, and product information.
The analysis system according to any one of claims 1-3, wherein the data of the unique identifier is identified and read by manual, two-dimensional code, bar code, or RFID.
The analysis system of claim 1, wherein the first data point is a point of sale having a scanner that recognizes and reads a unique identifier.
The analysis system according to claim 1, wherein the first data point is a sales device having a scanning component, and the scanning component can identify and read the biomedical consumables when the biomedical consumables are sold unique identifier for .
The analysis system according to claim 1, wherein the second data point is located at a position where the biomedical consumables are used, and is suitable for independent use and cooperative use with other equipment.
The analysis system according to claim 1, wherein the interaction device is a mobile terminal with an application program, and the application program is used to receive and store detection result data; it is used to collect the user's personal data obtained after tracking. Data, the personal data includes any one or a combination of age, height, weight, heart rate, and exercise amount.
The analysis system according to claim 1, wherein the third data point is a remote data center, which is connected to the first data point and the second data point by wire or wireless; the third data point Store data in a private blockchain database.
The analysis system according to claim 1, wherein the third data point is integrated into ERP software, or the third data point can be interfaced with existing ERP software.
The analysis system according to claim 1, characterized in that, in addition to the first data point, the second data point and the third data point, other data points are further included, which are used to analyze the biomedical consumables in other locations in the procurement. Data identification, reading and sending.
An application method of a biomedical consumables procurement analysis system, comprising biomedical consumables with a unique identifier, the unique identifier has identifiable and readable data; it is characterized in that,

At least the following steps are included:

Identify and read the unique identifier of the biomedical consumables at the sales location of the biomedical consumables, combine them to generate a readable data package and send them out;

Identify and read the unique identifier of the used biomedical consumables at the use position of the biomedical consumables, combine them to generate a readable data package and send them out;

Obtain the test result data generated after using the biomedical consumables at the second data point; collect the personal data of the biomedical consumables user, and combine the test result data and the personal data to generate a readable data package and send it out;

Receive and analyze the readable data packets of the first and second data points, detection results and personal data; if there is a match between the readable data packets received at different data points, establish a correlation connection to obtain the life cycle data of the biomedical consumables; the life cycle data is combined with the test result data and personal data to obtain correlation data between personal data, purchasing habits and corresponding test results.