CN116165199A - Method and device for vaccine quality detection, detection equipment and storage medium - Google Patents

Abstract

This application relates to the field of biomedical technology, and discloses a method for vaccine quality detection, including: collecting images of vaccines; analyzing the images of vaccines to obtain the storage status of vaccines; determining the quality of vaccines according to the storage status of vaccines, or, according to The storage state of the vaccine and the tightness of the vaccine storage determine the quality of the vaccine. By analyzing the image of the vaccine with the testing equipment, the storage status of the vaccine can be obtained more accurately, so that it can more accurately analyze whether the vaccine is qualified, and improve the reliability of vaccine quality testing. Compared with manual inspection, the quality inspection of vaccines through inspection equipment can also improve detection efficiency and reduce missed inspections. The application also discloses a device, testing equipment and storage medium for vaccine quality testing.

Description

Method and device, testing equipment, and storage medium for vaccine quality testing

technical field

The present application relates to the field of biomedical technology, for example, to a method and device for vaccine quality testing, testing equipment, and a storage medium.

Background technique

At present, the process of liquid vaccines from production to final injection into human (animal) bodies requires multiple transportation and storage. During the overall process of production, transportation, and storage, impurities may be mixed, seal failure, and liquid vaccines There will be a series of phenomena such as deterioration, color change, agglomeration, precipitation, turbidity, stratification, etc. that will cause the liquid vaccine to fail. And this invalid liquid vaccine is injected into the human body (animal) body, can be just the opposite to what one wished, and produces unpredictable harm.

The related technology discloses a vaccine visible foreign object detection device, which includes a conveyor belt for qualified products, a conveyor belt for defective products, and a bottom plate. The bottom plate is located between the conveyor belt for qualified products and the conveyor belt for defective products. There is a sliding plate, and the top of the sliding plate is symmetrically fixed with two moving plates; the top of the moving plate is symmetrically fixed with two vertical plates, and the side of the two vertical plates close to each other is rotationally connected with the same rotating shaft, and the outer wall of the rotating shaft The symmetrical fixed sleeve is equipped with two rotating plates, which has a simple structure, and can realize whether the vaccine bottles on the placement plate are qualified or not, and use the camera to enlarge the vaccine bottles, which is convenient for inspectors to inspect, improves the accuracy of detection, and reduces the difficulty of detection , and can be sorted, improving the detection efficiency.

In the process of implementing the embodiments of the present disclosure, it is found that at least the following problems exist in related technologies:

Adopting related technologies and setting structures can facilitate testing personnel to test vaccines, and improve the reliability of vaccines to a certain extent. However, through manual testing of vaccines, although some quality problems can be identified by naked eyes, the reliability of manual testing is low.

It should be noted that the information disclosed in the above background technology section is only used to enhance the understanding of the background of the application, and therefore may include information that does not constitute prior art known to those of ordinary skill in the art.

Contents of the invention

In order to provide a basic understanding of some aspects of the disclosed embodiments, a brief summary is presented below. The summary is not intended to be an extensive overview nor to identify key/important elements or to delineate the scope of these embodiments, but rather serves as a prelude to the detailed description that follows.

Embodiments of the present disclosure provide a method and device for vaccine quality detection, detection equipment, and a storage medium, so as to improve the reliability of vaccines.

In some embodiments, the method includes: collecting an image of the vaccine; analyzing the image of the vaccine to obtain the storage state of the vaccine; determining the quality of the vaccine according to the storage state of the vaccine, or, according to the storage state of the vaccine and the airtightness of the vaccine storage Determine the quality of the vaccine.

Optionally, collecting an image of the vaccine includes: if the container for storing the vaccine is a first type container, collecting an image of the first area of the container to obtain an image of the vaccine; if the container for storing the vaccine is a second type container In this case, an image of the second area of the container is collected to obtain an image of the vaccine.

Optionally, the first type of container includes vials or ampoules, and the first region includes the bottom of the container.

Optionally, the second type of container comprises a prefilled syringe and the second region comprises the body of the container.

Optionally, determining the quality of the vaccine according to the storage state of the vaccine includes: the color of the vaccine meets the first condition, and/or, the suspension in the vaccine meets the second condition, and/or, the transparency of the vaccine meets the third condition , and/or, if the density of the vaccine satisfies the fourth condition, it is determined that the vaccine is qualified.

Optionally, determining the quality of the vaccine according to the storage state of the vaccine and the airtightness of the vaccine storage includes: determining that the vaccine is unqualified when the storage state of the vaccine does not meet the preset conditions; In the case of a vaccine, the quality of the vaccine is determined according to the tightness of the vaccine storage.

Optionally, the quality of the vaccine is determined according to the sealing of the vaccine, including: testing the sealing of the vaccine; when the sealing of the vaccine is intact, determining that the vaccine is qualified; when the sealing of the vaccine is not intact, determining Vaccines are substandard.

Optionally, the airtightness detection of the vaccine includes: irradiating the container of the vaccine by an electric spark vacuum detector, and taking a picture to be tested of the vaccine container irradiated by the electric spark vacuum detector; A glow is produced; in the absence of a glow, it is determined that the seal of the vaccine is intact.

In some embodiments, the device includes: a processor and a memory storing program instructions, and the processor is configured to execute the above-mentioned method for vaccine quality inspection when executing the above-mentioned program instructions.

In some embodiments, the detection equipment includes:

detecting the body of the device; and,

The above-mentioned device for vaccine quality testing is installed on the body of the testing equipment.

In some embodiments, the storage medium stores program instructions, and when the program instructions are executed, the above-mentioned method for vaccine quality inspection is executed.

The method and device, testing equipment, and storage medium for vaccine quality testing provided by the embodiments of the present disclosure can achieve the following technical effects:

Acquire images of vaccines. The image of the vaccine is analyzed to obtain the storage state of the vaccine, and the quality of the vaccine is determined according to the storage state of the vaccine, or the quality of the vaccine is determined according to the storage state of the vaccine and the airtightness of the vaccine storage. By analyzing the image of the vaccine with the testing equipment, the storage status of the vaccine can be obtained more accurately, so that it can be more accurately analyzed whether the vaccine is qualified, and the reliability of the vaccine quality inspection is improved. Compared with manual inspection, the quality inspection of vaccines through inspection equipment can also improve detection efficiency and reduce missed inspections.

The foregoing general description and the following description are exemplary and explanatory only and are not intended to limit the application.

Description of drawings

One or more embodiments are exemplified by the corresponding drawings, and these exemplifications and drawings do not constitute a limitation to the embodiments, and elements with the same reference numerals in the drawings are shown as similar elements, The drawings are not limited to scale and in which:

Figure 1 is a schematic diagram of a method for vaccine quality detection provided by an embodiment of the present disclosure;

Figure 2 is a schematic diagram of another method for vaccine quality detection provided by an embodiment of the present disclosure;

Figure 3 is a schematic diagram of another method for vaccine quality detection provided by an embodiment of the present disclosure;

Figure 4 is a schematic diagram of another method for vaccine quality detection provided by an embodiment of the present disclosure;

Figure 5 is a schematic diagram of another method for vaccine quality detection provided by an embodiment of the present disclosure;

Fig. 6 is a schematic diagram of a device for vaccine quality detection provided by an embodiment of the present disclosure;

Fig. 7 is a schematic diagram of a detection device provided by an embodiment of the present disclosure.

Detailed ways

In order to understand the characteristics and technical content of the embodiments of the present disclosure in more detail, the implementation of the embodiments of the present disclosure will be described in detail below in conjunction with the accompanying drawings. The attached drawings are only for reference and description, and are not intended to limit the embodiments of the present disclosure. In the following technical description, for purposes of explanation, numerous details are set forth in order to provide a thorough understanding of the disclosed embodiments. However, one or more embodiments may be practiced without these details. In other instances, well-known structures and devices may be shown simplified in order to simplify the drawings.

The terms "first", "second" and the like in the description and claims of the embodiments of the present disclosure and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It should be understood that the data so used may be interchanged under appropriate circumstances so as to facilitate the embodiments of the disclosed embodiments described herein. Furthermore, the terms "comprising" and "having", as well as any variations thereof, are intended to cover a non-exclusive inclusion.

Unless stated otherwise, the term "plurality" means two or more.

In the embodiments of the present disclosure, the character "/" indicates that the preceding and following objects are an "or" relationship. For example, A/B means: A or B.

The term "and/or" is an associative relationship describing objects, indicating that there can be three relationships. For example, A and/or B means: A or B, or, A and B, these three relationships.

The term "correspondence" may refer to an association relationship or a binding relationship, and the correspondence between A and B means that there is an association relationship or a binding relationship between A and B.

As shown in FIG. 7 , an embodiment of the present disclosure discloses a detection device, including: a conveyor belt device, a device for unpacking an outer package, an acquisition module, an analysis module, and a server. The acquisition module, the analysis module and the server are electrically connected. The conveyor belt device is used to transport the vaccines to be tested. The device for dismantling the outer packaging is used for dismantling the outer packaging of the vaccine. The obtaining module is used to obtain the data information of the vaccine. The analysis module is used to analyze the quality of the vaccine based on the data information obtained by the acquisition module, and send the analysis results to the server. The analysis module can be a computer host with communication functions, a cloud computing platform or other devices with analysis capabilities. Wherein, the acquisition module includes a barcode scanner, a color CCD (charge coupled device) camera and an electric spark vacuum detector. The barcode scanner is used to scan the production batch number on the vaccine packaging to obtain the production date of the vaccine. A color CCD camera is used to take images of the vaccine. EDM vacuum detector for testing the tightness of vaccines. Grooves are provided on the conveyor belt unit for holding prefilled syringes.

In conjunction with what is shown in Figure 1, an embodiment of the present disclosure provides a method for vaccine quality detection, including:

S01. The detection device collects images of vaccines.

S02, the detection device analyzes the image of the vaccine to obtain the preservation status of the vaccine.

S03. The testing device determines the quality of the vaccine according to the storage state of the vaccine, or determines the quality of the vaccine according to the storage state of the vaccine and the airtightness of the vaccine storage.

Wherein, the vaccine is a liquid vaccine.

Wherein, the detection device determines the shooting area corresponding to the type of container according to the type of the container storing the vaccine, and collects the image of the vaccine corresponding to the container type in the shooting area. The detection device analyzes the image of the vaccine to obtain the preservation status of the vaccine. For example, establish a quality inspection parameter model database based on a deep learning algorithm, store the vaccine quality inspection parameter model database locally, and compare the quality phenomena that may occur during subsequent inspections with the model in the database, that is, the images of the vaccine obtained by shooting , the current data of the vaccine is obtained through identification and processing, and the current data is compared with the data in the database to obtain the preservation status of the vaccine.

Using the method for vaccine quality detection provided by the embodiments of the present disclosure, the images of the vaccine are collected. The image of the vaccine is analyzed to obtain the storage state of the vaccine, and the quality of the vaccine is determined according to the storage state of the vaccine, or the quality of the vaccine is determined according to the storage state of the vaccine and the airtightness of the vaccine storage. By analyzing the image of the vaccine with the testing equipment, the storage status of the vaccine can be obtained more accurately, so that it can be more accurately analyzed whether the vaccine is qualified, and the reliability of the vaccine quality inspection is improved. Compared with manual inspection, the quality inspection of vaccines through inspection equipment can also improve detection efficiency and reduce missed inspections.

As shown in Figure 2, the embodiment of the present disclosure provides a method for vaccine quality detection, including:

S21. When the container storing the vaccine is a first type container, the detection device collects an image of a first area of the container to obtain an image of the vaccine.

S22. If the container storing the vaccine is a second type container, the detection device collects an image of the second area of the container to obtain an image of the vaccine.

S02, the detection device analyzes the image of the vaccine to obtain the preservation status of the vaccine.

S03. The testing device determines the quality of the vaccine according to the storage state of the vaccine, or determines the quality of the vaccine according to the storage state of the vaccine and the airtightness of the vaccine storage.

Using the method for vaccine quality detection provided by the embodiments of the present disclosure, the detection device determines the shooting area corresponding to the type of container according to the type of the container storing the vaccine, and collects the image of the vaccine corresponding to the container type in the shooting area. By determining the corresponding shooting areas for different container types, the images of the vaccines can be captured more accurately, so that the images of the vaccines can more accurately reflect the storage status of the vaccines.

Optionally, the first type of container includes vials or ampoules, and the first region includes the bottom of the container.

Optionally, the second type of container comprises a prefilled syringe and the second region comprises the body of the container. Wherein, the prefilled syringe includes prefilled syringes of any material. For example, prefilled syringes made of glass, prefilled syringes made of plastic, etc.

In this way, when the container type is a vial or ampoule, the detection device determines that the bottom of the container is the shooting area because the label of the vial or ampoule is usually placed on the body of the bottle, which hinders the image of the vaccine. . In the case that the container type is a prefilled syringe, since the prefilled syringe bottle is usually provided with a transparent label, the impact on image shooting is negligible. Therefore, the detection device determines that the bottle of the vaccine container is the shooting area. Based on different container types, adopting corresponding shooting methods can make the captured images of the vaccines better reflect the real preservation status of the vaccines, thereby improving the reliability of vaccine quality detection.

In conjunction with what is shown in Figure 3, an embodiment of the present disclosure provides a method for vaccine quality detection, including:

S01. The detection device collects images of vaccines.

S02, the detection device analyzes the image of the vaccine to obtain the preservation status of the vaccine.

S31, the detection device meets the first condition when the color of the vaccine meets the first condition, and/or the suspension in the vaccine meets the second condition, and/or the transparency of the vaccine meets the third condition, and/or the density of the vaccine meets the fourth condition In the case of the vaccine, it is determined that the vaccine is qualified.

Optionally, the color of the vaccine meeting the first condition includes no color change of the vaccine. The suspension in the vaccine satisfies the second condition including that the vaccine has no agglomeration and no precipitation. The transparency of the vaccine satisfies the third condition including that the vaccine has no turbidity. The density of the vaccine satisfies the fourth condition including that the vaccine has no stratification.

Using the method for vaccine quality testing provided by the embodiments of the present disclosure, the color of the vaccine of the testing equipment meets the first condition, and/or, the suspended matter in the vaccine meets the second condition, and/or, the transparency of the vaccine meets the third condition condition, and/or, if the density of the vaccine meets the fourth condition, it is determined that the vaccine is qualified. The storage state of the vaccine is detected from at least one dimension of the color change, the suspension change, the transparency change and the density change of the vaccine, so that the quality of the vaccine can be determined more accurately. For example, when the vaccine has no color change, no caking, no precipitation, no turbidity and no stratification, it is determined that the vaccine is qualified; Qualified; when the vaccine has no color change, no agglomeration and no precipitation, it is determined that the vaccine is qualified, etc. After taking the images of the vaccine in a corresponding way, if there is no color change, no agglomeration, no precipitation, no turbidity and no stratification after analysis, it means that the vaccine has no quality problems, and the vaccine can be determined to be qualified.

As shown in FIG. 4 , an embodiment of the present disclosure provides a method for vaccine quality detection, including:

S01. The detection device collects images of vaccines.

S02, the detection device analyzes the image of the vaccine to obtain the preservation status of the vaccine.

S41. The detection device determines that the vaccine is unqualified when the preservation state of the vaccine does not meet the preset condition.

S42. The detection device determines the quality of the vaccine according to the airtightness of the vaccine storage when the storage state of the vaccine satisfies a preset condition.

Optionally, the preservation state of the vaccine does not meet the preset condition includes: the color of the vaccine does not meet the first condition, or, the suspension in the vaccine does not meet the second condition, or, the transparency of the vaccine does not meet the third condition, or, The density of the vaccine does not meet the fourth condition; the storage state of the vaccine meets the preset conditions, including: the color of the vaccine meets the first condition, and/or, the suspended matter in the vaccine meets the second condition, and/or, the transparency of the vaccine meets the first condition The third condition, and/or, the density of the vaccine meets the fourth condition. Wherein, the first condition includes that the vaccine has no color change. The second condition includes that the vaccine is free of clumping and free of sediment. The third condition includes that the vaccine is free of turbidity. The fourth condition includes that the vaccine is not stratified.

Using the method for vaccine quality testing provided by the embodiments of the present disclosure, if the storage state of the vaccine does not meet the preset conditions, the testing equipment indicates that the vaccine has obvious quality problems. Therefore, the testing equipment directly determines that the vaccine is unqualified. When the preservation state of the vaccine satisfies the preset condition, the quality of the vaccine is determined according to the tightness of the vaccine preservation. After the image of the vaccine is taken in a corresponding manner, there is no color change, and/or, no caking, and/or, no precipitation, and/or, no turbidity, and/or, no stratification after analysis , indicating that the vaccine has no obvious quality problems. However, the airtightness of the vaccine will also affect the quality of the vaccine. Therefore, it is still necessary to detect the airtightness of the vaccine, which improves the accuracy of the vaccine quality inspection and increases the reliability of the vaccine.

Optionally, the color of the vaccine meets the first condition, and/or, the suspension in the vaccine meets the second condition, and/or, the transparency of the vaccine meets the third condition, and/or, the density of the vaccine meets the first condition. In the case of four conditions, the vaccine is determined to be qualified, including: the testing equipment determines the target conditions according to the type of vaccine; the testing equipment determines that the vaccine is qualified when the vaccine meets the target conditions.

Wherein, the target condition includes: the first condition, and/or, the second condition, and/or, the third condition, and/or, the fourth condition. The detection device determines the target condition according to the type of the vaccine, including: the detection device determines the condition combination corresponding to the vaccine type according to the preset correspondence relationship; the detection device determines the condition combination as the target condition.

Thus, due to different vaccine types, there may be different types of apparent variation in failure. Therefore, based on different vaccine types, the detection equipment determines the target conditions that can clearly reflect the quality changes of the type of vaccines, and detects the quality of the vaccines based on the target conditions, which can avoid the detection of items that cannot clearly reflect the quality changes, thereby improving the accuracy of vaccine quality testing. efficiency.

In conjunction with what is shown in Figure 5, an embodiment of the present disclosure provides a method for vaccine quality detection, including:

S01. The detection device collects images of vaccines.

S02, the detection device analyzes the image of the vaccine to obtain the preservation status of the vaccine.

S41. The detection device determines that the vaccine is unqualified when the preservation state of the vaccine does not meet the preset condition.

S51. The detection equipment performs a sealing test on the vaccine when the preservation state of the vaccine meets a preset condition.

S52, the testing equipment determines that the vaccine is qualified when the sealing of the vaccine is intact.

S53, the testing equipment determines that the vaccine is unqualified when the airtightness of the vaccine is not intact.

Using the method for vaccine quality testing provided by the embodiments of the present disclosure, the testing equipment can test the airtightness of the vaccine when the preservation state of the vaccine meets the preset conditions. In the case that the sealing of the vaccine is intact, it is determined that the vaccine is qualified. In the case where the sealing of the vaccine is not intact, it is determined that the vaccine is unqualified. By testing the airtightness of the vaccine, the quality inspection can be made more accurate and meet the scenarios where users have higher requirements for vaccine quality inspection, such as sampling inspection and other scenarios, which improves the reliability of vaccine inspection. Optionally, the detection equipment performs airtightness detection on the vaccine, including: the detection equipment irradiates the container of the vaccine through an electric spark vacuum detector, and takes a picture to be tested of the vaccine container irradiated by the electric spark vacuum detector; the detection equipment treats Test image recognition to determine whether a glow is generated; the detection equipment determines that the seal of the vaccine is intact when no glow is generated.

In this way, the detection device irradiates the vaccine container through the electric spark vacuum detector, and takes a picture of the vaccine container under the irradiation of the electric spark vacuum detector, and recognizes the image to be tested to determine whether a glow is generated. By using an electric spark vacuum detector to irradiate the container of the vaccine, different degrees of vacuum will produce glows of different colors, and the glow will disappear in a vacuum state. Therefore, in the absence of glow, it is determined that the sealing of the vaccine is intact. For example, the image to be tested can be obtained by using a color CCD camera to shoot the container of the vaccine, and the sealing state can be judged by processing the image and identifying whether a glow is generated. If the seal fails, the vaccine will be marked, and the vaccine that has failed to be sealed will be discarded subsequently; If the seal is intact, it means that the vaccine has not introduced new impurities in each stage after production, that is, the vaccine is determined to be qualified; after the color CCD camera is shot, the testing equipment will turn off the electric spark vacuum detector.

Optionally, before the detection device collects the image of the vaccine, it also includes: the detection device responds to a control instruction for quality inspection of the vaccine; In the case of the vaccine, it is determined to determine the quality of the vaccine according to the storage state of the vaccine; when the control instruction is the second instruction, the detection device determines the quality of the vaccine according to the storage state of the vaccine and the sealing of the vaccine storage.

Wherein, the first instruction may be a quick inspection instruction issued by the user, and the second instruction may also be an entire inspection instruction issued by the user. The detection device can also determine by itself that the control instruction for quality inspection of the vaccine issued by the user is the first instruction or the second instruction. For example, the detection device determines that the detection control instruction issued by the user is the first instruction in the scene of vaccine injection; it determines that the detection control instruction issued by the user is the second instruction in the scene of vaccine sampling detection. That is, the user only needs to issue a control command to realize the two functions of fast detection and full detection, which improves the detection efficiency and user experience.

In this way, the detection device responds to the control instruction for quality inspection of the vaccine. Inspection instructions, and plastic prefilled syringes cannot be tested for airtightness by electric spark vacuum detectors, so it is important to improve the efficiency of vaccine quality inspections. The testing equipment determines the quality of the vaccine directly based on the storage state of the vaccine. When the control instruction of the detection equipment is the second instruction, since the second instruction is all detection instructions in the vaccine sampling detection scenario, it is important to improve the accuracy of vaccine detection. The tightness of the vaccine determines the quality of the vaccine to improve the accuracy of vaccine quality testing. Based on the requirements of different vaccine quality inspections, the corresponding vaccine quality inspection methods are implemented to achieve a balance between the efficiency and accuracy of vaccine quality inspections.

Optionally, before the detection equipment collects the image of the vaccine, it also includes: the detection equipment detects whether the outer packaging of the vaccine is damaged; the detection equipment determines that the vaccine is unqualified if the outer packaging of the vaccine is damaged; If the packaging is not damaged, make sure to collect images of the vaccine.

Among them, the damage of the outer packaging of the vaccine refers to the obvious extrusion and damage of the outer packaging of the vaccine. No damage to the outer packaging of the vaccine means that the outer packaging of the vaccine is undamaged or slightly damaged, and does not affect the appearance.

In this way, the detection device detects whether the outer packaging of the vaccine is damaged. If the outer packaging of the vaccine is damaged, there is a high probability that there is a problem with the vaccine. Therefore, the testing equipment can directly determine that the vaccine is unqualified without further quality testing, which saves system resources. When the outer packaging of the vaccine is not damaged, the detection equipment determines the image of the collected vaccine, so as to perform quality inspection of the vaccine and improve the reliability of the vaccine.

Optionally, before the detection equipment collects the image of the vaccine, it also includes: the detection equipment detects the production batch number of the vaccine, and obtains the production date of the vaccine; the detection equipment determines whether the vaccine is within the shelf life according to the production date; In this case, it is determined that the vaccine is unqualified; when the testing equipment is within the shelf life of the vaccine, it is determined to collect the image of the vaccine.

In this way, the detection equipment detects the production batch number of the vaccine, obtains the production date of the vaccine, and determines whether the vaccine is within the shelf life according to the production date. When the vaccine is out of the shelf life, there is no need to check the storage status of the vaccine, and it is directly determined that the vaccine is unqualified, saving system resources. When the vaccine is within the shelf life, it is necessary to detect the storage state of the vaccine to determine whether the vaccine is reliable. Therefore, it is determined to collect images of the vaccine to perform quality inspection of the vaccine and improve the reliability of the vaccine.

As shown in FIG. 6 , an embodiment of the present disclosure provides an apparatus 300 for vaccine quality inspection, including a processor (processor) 301 and a memory (memory) 101 . Optionally, the device may further include a communication interface (Communication Interface) 102 and a bus 103 . Wherein, the processor 301 , the communication interface 102 , and the memory 101 can communicate with each other through the bus 103 . Communication interface 102 may be used for information transfer. The processor 301 can call the logic instructions in the memory 101 to execute the method for vaccine quality inspection in the above-mentioned embodiments.

In addition, the above logic instructions in the memory 101 may be implemented in the form of software functional units and may be stored in a computer-readable storage medium when sold or used as an independent product.

As a computer-readable storage medium, the memory 101 can be used to store software programs and computer-executable programs, such as program instructions/modules corresponding to the methods in the embodiments of the present disclosure. The processor 301 executes the program instructions/modules stored in the memory 101 to execute functional applications and data processing, that is, to realize the method for vaccine quality detection in the above-mentioned embodiments.

The memory 101 may include a program storage area and a data storage area, wherein the program storage area may store an operating system and an application program required by at least one function; the data storage area may store data created according to the use of the terminal device, and the like. In addition, the memory 101 may include a high-speed random access memory, and may also include a non-volatile memory.

As shown in FIG. 7 , an embodiment of the present disclosure provides a detection device 100 , including: a detection device body, and the above-mentioned apparatus 200 ( 300 ) for vaccine quality detection. The device 200 (300) for vaccine quality testing is installed on the testing equipment body. The installation relationship expressed here is not limited to placement inside the testing equipment, but also includes installation and connection with other components of the testing equipment, including but not limited to physical connections, electrical connections, or signal transmission connections. Those skilled in the art can understand that the device 200 ( 300 ) for vaccine quality detection can be adapted to a feasible detection equipment main body, so as to realize other feasible embodiments.

An embodiment of the present disclosure provides a storage medium storing computer-executable instructions, the computer-executable instructions being configured to execute the above-mentioned method for vaccine quality inspection.

The above-mentioned storage medium may be a transient storage medium or a non-transitory storage medium.

The technical solutions of the embodiments of the present disclosure can be embodied in the form of software products, which are stored in a storage medium and include one or more instructions to enable a computer device (which may be a personal computer, a server, or a network equipment, etc.) to perform all or part of the steps of the method described in the embodiments of the present disclosure. The aforementioned storage medium can be a non-transitory storage medium, including: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disk or optical disk, etc. A medium that can store program code, or a transitory storage medium.

The above description and drawings sufficiently illustrate the embodiments of the present disclosure to enable those skilled in the art to practice them. Other embodiments may incorporate structural, logical, electrical, procedural, and other changes. The examples merely represent possible variations. Individual components and functions are optional unless explicitly required, and the order of operations may vary. Portions and features of some embodiments may be included in or substituted for those of other embodiments. Also, the terms used in the present application are used to describe the embodiments only and are not used to limit the claims. As used in the examples and description of the claims, the singular forms "a", "an" and "the" are intended to include the plural forms as well unless the context clearly indicates otherwise . Similarly, the term "and/or" as used in this application is meant to include any and all possible combinations of one or more of the associated listed ones. Additionally, when used in this application, the term "comprise" and its variants "comprises" and/or comprising (comprising) etc. refer to stated features, integers, steps, operations, elements, and/or The presence of a component does not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components and/or groupings of these. Without further limitations, an element defined by the statement "comprising a ..." does not exclude the presence of additional identical elements in the process, method or apparatus comprising said element. Herein, what each embodiment focuses on may be the difference from other embodiments, and the same and similar parts of the various embodiments may refer to each other. For the method, product, etc. disclosed in the embodiment, if it corresponds to the method part disclosed in the embodiment, then the relevant part can refer to the description of the method part.

Those skilled in the art can appreciate that the units and algorithm steps of the examples described in conjunction with the embodiments disclosed herein can be implemented by electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed by hardware or software may depend on the specific application and design constraints of the technical solution. Said artisans may implement the described functions using different methods for each particular application, but such implementation should not be regarded as exceeding the scope of the disclosed embodiments. The skilled person can clearly understand that for the convenience and brevity of the description, the specific working process of the above-described system, device and unit can refer to the corresponding process in the foregoing method embodiment, which will not be repeated here.

In the embodiments disclosed herein, the disclosed methods and products (including but not limited to devices, equipment, etc.) can be implemented in other ways. For example, the device embodiments described above are only illustrative. For example, the division of the units may only be a logical function division. In actual implementation, there may be other division methods. For example, multiple units or components may be combined Or it can be integrated into another system, or some features can be ignored, or not implemented. In addition, the mutual coupling or direct coupling or communication connection shown or discussed may be through some interfaces, and the indirect coupling or communication connection of devices or units may be in electrical, mechanical or other forms. The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place, or may be distributed to multiple network units. Some or all of the units can be selected according to actual needs to implement this embodiment. In addition, each functional unit in the embodiments of the present disclosure may be integrated into one processing unit, each unit may exist separately physically, or two or more units may be integrated into one unit.

The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to embodiments of the disclosure. In this regard, each block in a flowchart or block diagram may represent a module, program segment, or part of code that includes one or more Executable instructions. In some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks in succession may, in fact, be executed substantially concurrently, or they may sometimes be executed in the reverse order, depending upon the functionality involved. In the descriptions corresponding to the flowcharts and block diagrams in the accompanying drawings, the operations or steps corresponding to different blocks may also occur in a different order than that disclosed in the description, and sometimes there is no specific agreement between different operations or steps. order. For example, two consecutive operations or steps may, in fact, be performed substantially concurrently, or they may sometimes be performed in the reverse order, depending upon the functionality involved. Each block in the block diagrams and/or flowcharts, and combinations of blocks in the block diagrams and/or flowcharts, can be implemented by a dedicated hardware-based system that performs the specified function or action, or can be implemented by dedicated hardware implemented in combination with computer instructions.

Claims (10)

1. A method for vaccine quality detection, characterized in that, comprising: Capture images of vaccines; analyzing the image of the vaccine to obtain the preservation status of the vaccine; The quality of the vaccine is determined according to the storage state of the vaccine, or the quality of the vaccine is determined according to the storage state of the vaccine and the airtightness of the vaccine storage. 2. The method according to claim 1, wherein said collecting the image of said vaccine comprises: If the container storing the vaccine is a first type container, collecting an image of the first area of the container to obtain an image of the vaccine; or, If the container storing the vaccine is a second-type container, an image of a second area of the container is collected to obtain an image of the vaccine. 3. The method according to claim 2, wherein the first type of container comprises a vial or an ampoule, and the first region comprises a bottom of the container. 4. The method of claim 2, wherein the second type of container comprises a prefilled syringe, and the second region comprises a body of the container. 5. The method according to any one of claims 1 to 4, wherein the determining the quality of the vaccine according to the storage state of the vaccine comprises: The color of the vaccine meets the first condition, and/or, the suspension in the vaccine meets the second condition, and/or, the transparency of the vaccine meets the third condition, and/or, the density of the vaccine If the fourth condition is met, it is determined that the vaccine is qualified. 6. The method according to any one of claims 1 to 4, wherein the determining the quality of the vaccine according to the storage state of the vaccine and the sealing of the vaccine storage includes: In the case that the storage state of the vaccine does not meet the preset conditions, it is determined that the vaccine is unqualified; When the preservation state of the vaccine satisfies the preset condition, the quality of the vaccine is determined according to the tightness of the vaccine preservation. 7. The method according to claim 6, wherein the determining the quality of the vaccine according to the sealedness of the vaccine preservation comprises: Carrying out the leak test on the vaccine; In the case that the sealing of the vaccine is intact, it is determined that the vaccine is qualified; In the case where the hermeticity of the vaccine is not intact, the vaccine is determined to be unqualified. 8. A device for vaccine quality testing, comprising a processor and a memory storing program instructions, wherein the processor is configured to execute any of claims 1 to 7 when running the program instructions. A method for quality detection of vaccines described herein. 9. A detection device, characterized in that it comprises: detecting the body of the device; and, The device for vaccine quality inspection according to claim 8 is installed on the inspection equipment body. 10. A storage medium storing program instructions, wherein the program instructions execute the method for vaccine quality inspection according to any one of claims 1 to 7 when running.

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