Medical area management method and system based on machine vision

Abstract

The invention relates to the field of medical area management, and discloses a medical area management method and system based on machine vision, and the method comprises the steps: determining the wearing state of protective clothing of each person, protective clothing information corresponding to personnel in each monitoring area, medical waste information corresponding to each monitoring area and medical waste operation information corresponding to the medical waste information are obtained; respectively acquiring wearing conditions corresponding to the protective clothing information of the personnel in the monitoring area, and acquiring operation conditions and disposal conditions corresponding to the medical waste information of the monitoring area; when a first protective clothing wearing state of a first person in the first monitoring area meets a first wearing condition and first medical waste operation information corresponding to first medical waste information in the first monitoring area meets a first operation condition, the first protective clothing is put on the first person; and prompting to dispose the medical waste corresponding to the first medical waste information according to the first disposal condition. According to the invention, the precision and the intelligent degree of management of the medical area are improved.

Description

Technical Field

[0001] The present application relates to the technical field of medical area management, and more specifically, to a medical area management method and system based on machine vision. Background Art

[0002] At present, the safety management of medical areas mainly relies on manual inspection and supervision. This method is not only inefficient, but also prone to inadequate protection due to human negligence. When medical staff are treating patients, the correct wearing of protective clothing is crucial to prevent cross-infection and ensure their own safety. However, existing technical means often cannot achieve real-time and accurate identification of the protective clothing status of medical staff. In addition, the medical environment conditions in medical areas are complex and changeable. How to effectively monitor and warn of potential risks in the environment and ensure that medical staff work in a safe environment is also a challenge facing current technology.

[0003] Patent CN115881286B (application number: CN202310141101.X) provides an epidemic prevention management and dispatching system, including a face recognition module, a key area access control module, a monitoring and dispatching center, a personnel trajectory supervision module and a portal management module; the face recognition module is used for face recognition authentication when medical staff log in to the system; the key area access control module is used to supervise the flow of personnel in key areas and control access; the personnel trajectory supervision module is used to capture the face images of people entering and leaving the hospital in real time, and track and monitor the real-time trajectory of key personnel; the portal management module is used to uniformly manage the hospital's business application system and management system; the monitoring and dispatching center is used to display the event information and personnel trajectory information of the hospital's monitoring area based on the 3DGIS map, and uniformly manage and dispatch global resources. The system in patent CN115881286B can capture the trajectory of key people for data analysis, realize the visualization display, intelligent early warning, unified management and dispatch of global resources, but the accuracy and intelligence of the management of the medical area are not high, and the management effect of the medical area is not good. Summary of the invention

[0004] The purpose of this application is to provide a medical area management method and system based on machine vision, which solves the technical problems of low accuracy and intelligence in the management of medical areas, and achieves the technical effect of improving the accuracy and intelligence in the management of medical areas.

[0005] The embodiment of the present application provides a medical area management method based on machine vision, the method comprising: respectively obtaining person images corresponding to persons in a plurality of monitoring areas, determining the protective clothing wearing state corresponding to each person image, obtaining protective clothing information corresponding to the persons in each monitoring area, and obtaining medical waste information corresponding to each monitoring area and medical waste operation information corresponding to the medical waste information; respectively obtaining wearing conditions corresponding to the protective clothing information of the persons in the monitoring area, and obtaining operation conditions and disposal conditions corresponding to the medical waste information of the monitoring area; when the wearing state of a first protective clothing of a first person in a first monitoring area satisfies a first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area satisfies a first operation condition, issuing a first prompt information for disposing of the medical waste corresponding to the first medical waste information according to a first disposal condition; when the wearing state of the first protective clothing of the first person in the first monitoring area satisfies the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area does not satisfy the first operation condition, issuing a second prompt information for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition and disposing of the first protective clothing of the first person.

[0006] In one possible implementation, a second prompt message is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition and to dispose of the first protective clothing of the first person, including: obtaining the first basic disposal condition corresponding to the first monitoring area, correcting the first basic disposal condition according to the first medical waste operation information and the first operation condition, obtaining the first corrected disposal condition, and issuing the second prompt message to dispose of the first protective clothing of the first person according to the first corrected disposal condition.

[0007] In another possible implementation, the first basic disposal condition is modified according to the first medical waste operation information and the first operation condition, including: obtaining the evaluation value and operation time of each operation process in the first medical waste operation information, and obtaining the standard evaluation value and standard operation time of each operation process corresponding to the first medical waste operation information in the first operation condition; determining the sum of the evaluation values ​​of multiple operation processes of the first medical waste operation information and the ratio of the sum of the standard evaluation values ​​corresponding to the multiple operation processes as the evaluation adjustment value corresponding to the multiple operation processes of the first medical waste operation information. Determining the sum of the operation time of multiple operation processes of the first medical waste operation information and the ratio of the sum of the standard operation time corresponding to the multiple operation processes as the time adjustment value corresponding to the multiple operation processes of the first medical waste operation information. The disposal parameters of the first basic disposal condition are divided by the evaluation adjustment value and multiplied by the time adjustment value in sequence to modify the first basic disposal condition. Among them, the disposal parameters of the first basic disposal condition include disinfection temperature and disinfection time.

[0008] In another possible implementation, the method also includes: after modifying the first basic disposal condition according to the first medical waste operation information and the first operation condition, determining the disposal sub-packaging container corresponding to the first modified disposal condition, and issuing a second prompt information to dispose of the first protective clothing of the first personnel according to the first modified disposal condition and to package it according to the disposal sub-packaging container corresponding to the first modified disposal condition.

[0009] In another possible implementation, the method further includes: pushing the key frame of each operation process in the first medical waste operation information and the key frame of each operation process corresponding to the first medical waste operation information in the first operation condition to the first reviewer for review, so as to manually review the evaluation value of each operation process in the first medical waste operation information; pushing the start time, end time, key frame at the start time and key frame at the end time of each operation process in the first medical waste operation information, and the start time, end time, key frame at the start time and key frame at the end time of each operation process corresponding to the first medical waste operation information in the first operation condition to the second reviewer for review, so as to manually review the operation time of each operation process in the first medical waste operation information; when the evaluation value of each operation process and the operation time of each operation process pass the review respectively, the first basic disposal condition is modified according to the evaluation value of each operation process and the operation time of each operation process; when the evaluation value of each operation process or the operation time of each operation process fails to pass the review, the evaluation value of each operation process and the operation time of each operation process are manually modified, and the first basic disposal condition is modified according to the modified evaluation value of each operation process and the operation time of each operation process.

[0010] In another possible implementation, the method also includes: before issuing a first prompt information to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition, detecting the damaged area of ​​the first protective clothing by infrared; when the damaged area of ​​the first protective clothing is greater than or equal to the preset damaged area, issuing a second prompt information to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition and to dispose of the first protective clothing of the first person; when the damaged area of ​​the first protective clothing is less than the preset damaged area, issuing a first prompt information to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition.

[0011] In another possible implementation, the method also includes: when the damaged area of ​​the first protective clothing is greater than or equal to a preset damaged area, obtaining the damaged position of the first protective clothing, and determining the operation risk value of the first personnel according to the damaged position of the first protective clothing; when the operation risk value of the first personnel is greater than or equal to the preset risk value, issuing a first termination prompt message instructing the first personnel to stop the operation and perform disinfection.

[0012] In another possible implementation, the method also includes: respectively obtaining the time periods to which the first protective clothing wearing state and the first medical waste operation information belong, and when the first protective clothing wearing state and the first medical waste operation information are in the same time period, issuing a first prompt message or a second prompt message; when the first protective clothing wearing state and the first medical waste operation information are not in the same time period of a preset duration, not issuing the first prompt message and the second prompt message.

[0013] In another possible implementation, the method also includes: when the first medical waste information in the first monitoring area belongs to the first category, obtaining an operation time adjustment value corresponding to the first category, adding the operation time adjustment value to the time period corresponding to the first medical waste operation information to adjust the time period corresponding to the first medical waste operation information, and when the first protective clothing wearing state and the first medical waste operation information are in the same time period, issuing a first prompt message or a second prompt message.

[0014] An embodiment of the present application further provides a medical area management system based on machine vision, comprising a unit for executing the medical area management method based on machine vision as described in any one of the above items.

[0015] Compared with the prior art, the embodiments of the present invention have the following beneficial effects: The embodiment of the present application provides a medical area management method based on machine vision, and the method includes: respectively obtaining person images corresponding to persons in multiple monitoring areas, and determining the protective clothing wearing state corresponding to each person image, and obtaining protective clothing information corresponding to the persons in each monitoring area, and obtaining medical waste information corresponding to each monitoring area and medical waste operation information corresponding to the medical waste information; respectively obtaining wearing conditions corresponding to the protective clothing information of the persons in the monitoring area, and obtaining operation conditions and disposal conditions corresponding to the medical waste information of the monitoring area; when the wearing state of a first protective clothing of a first person in a first monitoring area satisfies the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area satisfies the first operation condition, issuing first prompt information for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition; when the wearing state of the first protective clothing of the first person in the first monitoring area satisfies the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area does not satisfy the first operation condition, issuing second prompt information for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition and disposing of the first protective clothing of the first person. The machine vision-based medical area management method in the embodiment of the present application can monitor the wearing status of protective clothing, the disposal process of medical waste, and the disposal process of protective clothing, thereby improving the accuracy and efficiency of monitoring the working area and improving the management effect of the medical area. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative labor.

[0017] Figure 1 A flowchart of a first medical area management method based on machine vision provided in an embodiment of the present application; Figure 2 A schematic flow chart of a second medical area management method based on machine vision provided in an embodiment of the present application; Figure 3 A flowchart of a third medical area management method based on machine vision provided in an embodiment of the present application; Figure 4 A schematic flow chart of a fourth medical area management method based on machine vision provided in an embodiment of the present application; Figure 5A schematic diagram of the logical structure of a medical area management system based on machine vision provided in an embodiment of the present application. DETAILED DESCRIPTION

[0018] It should be understood that when used in the present specification and the appended claims, the term "comprising" indicates the presence of described features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or combinations thereof.

[0019] It should also be understood that the term “and / or” used in the specification and appended claims refers to any and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0020] As used in the specification and appended claims of this application, the term "if" can be interpreted as "when" or "uponce" or "in response to determining" or "in response to detecting", depending on the context. Similarly, the phrase "if it is determined" or "if [described condition or event] is detected" can be interpreted as meaning "uponce it is determined" or "in response to determining" or "uponce [described condition or event] is detected" or "in response to detecting [described condition or event]", depending on the context.

[0021] In addition, in the description of the present application specification and the appended claims, the terms "first", "second", "third", etc. are only used to distinguish the descriptions and cannot be understood as indicating or implying relative importance.

[0022] References to "one embodiment" or "some embodiments" etc. described in the specification of this application mean that one or more embodiments of the present application include specific features, structures or characteristics described in conjunction with the embodiment. Therefore, the statements "in one embodiment", "in some embodiments", "in some other embodiments", "in some other embodiments", etc. that appear in different places in this specification do not necessarily refer to the same embodiment, but mean "one or more but not all embodiments", unless otherwise specifically emphasized in other ways. The terms "including", "comprising", "having" and their variations all mean "including but not limited to", unless otherwise specifically emphasized in other ways.

[0023] The existing epidemic prevention management and dispatching system can capture the trajectories of key groups for data analysis, realize the visualization of global resources, intelligent early warning, unified management and dispatch, but the accuracy and intelligence of the management of medical areas are not high, and the management effect of medical areas is not good.

[0024] Based on the above reasons, an embodiment of the present application provides a medical area management method based on machine vision, which includes: respectively obtaining personnel images corresponding to personnel in multiple monitoring areas, and determining the protective clothing wearing status corresponding to each personnel image, and obtaining protective clothing information corresponding to the personnel in each monitoring area, and obtaining medical waste information corresponding to each monitoring area and medical waste operation information corresponding to the medical waste information; respectively obtaining wearing conditions corresponding to the protective clothing information of the personnel in the monitoring area, and obtaining operation conditions and disposal conditions corresponding to the medical waste information of the monitoring area; when the wearing status of the first protective clothing of the first person in the first monitoring area meets the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area meets the first operation condition, issuing a first prompt information for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition; when the wearing status of the first protective clothing of the first person in the first monitoring area meets the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area does not meet the first operation condition, issuing a second prompt information for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition and disposing of the first protective clothing of the first person. The machine vision-based medical area management method in the embodiment of the present application can monitor the wearing status of protective clothing, the disposal process of medical waste, and the disposal process of protective clothing, thereby improving the accuracy and efficiency of monitoring the working area and improving the management effect of the medical area.

[0025] In some scenarios, a medical area management method based on machine vision of an embodiment of the present application can be applied to the intelligence level and management accuracy of the medical area management of a hospital. This method can be specifically applied to general wards, operating rooms or intensive care units (Intensive Care Units), and can improve the management effect of these medical areas.

[0026] The following is a detailed description of a medical area management method based on machine vision provided in an embodiment of the present application with reference to specific examples.

[0027] Figure 1 A flowchart of the first medical area management method based on machine vision provided in the embodiment of the present application is shown in FIG. Figure 1 As shown, the method includes S110 to S120, and S110 to S120 are described in detail below.

[0028] S110, respectively obtain the personnel images corresponding to the personnel in the multiple monitoring areas, determine the protective clothing wearing status corresponding to each personnel image, obtain the protective clothing information corresponding to the personnel in each monitoring area, and obtain the medical waste information corresponding to each monitoring area and the medical waste operation information corresponding to the medical waste information. Respectively obtain the wearing conditions corresponding to the protective clothing information of the personnel in the monitoring area, and obtain the operation conditions and disposal conditions corresponding to the medical waste information of the monitoring area.

[0029] like Figure 1 As shown, when the method is in use, the method can respectively obtain personnel images corresponding to personnel in multiple monitoring areas. The monitoring area can be a medical area, and the personnel images are images of personnel activities in the monitored medical area. Then, the activity information in the monitoring area can be determined by identifying the personnel images.

[0030] During monitoring, the method can also determine the protective clothing wearing status corresponding to each personnel image, and then monitor the protective status of personnel in the monitoring area through the protective clothing wearing status, and manage the protective status of personnel in the monitoring area.

[0031] During monitoring, this method can obtain the protective clothing information corresponding to the personnel in each monitoring area, and then monitor the protection status of the personnel in the monitoring area through the protective clothing information, and also manage the disposal process of the protective clothing.

[0032] Exemplarily, an RFID tag may be provided on the protective clothing, and the protective clothing information of the protective clothing may be obtained by identifying the RFID tag.

[0033] During monitoring, this method can also obtain medical waste information corresponding to each monitoring area and medical waste operation information corresponding to the medical waste information. The medical waste information can be automatically identified by performing image recognition on the medical waste, and the medical waste operation information corresponding to the medical waste information can be obtained by obtaining process information on the operation and disposal of medical waste by personnel.

[0034] Exemplarily, the medical waste operation information may include the management process of classification, collection and the like of medical waste.

[0035] Exemplarily, medical waste includes different types of waste such as infectious waste, pathological waste, pharmaceutical waste, chemical waste, injury waste and radioactive waste.

[0036] When monitoring and managing the monitoring area, this method can respectively obtain the wearing conditions corresponding to the protective clothing information of the personnel in the monitoring area. The wearing conditions are the standard wearing requirements of the protective clothing corresponding to the protective clothing information. Then, the wearing conditions corresponding to the protective clothing information can be used to judge whether the protective clothing worn by the personnel in the monitoring area meets the requirements.

[0037] When monitoring and managing the monitored area, the method can also obtain the operating conditions and disposal conditions corresponding to the medical waste information in the monitored area. The operating conditions corresponding to the medical waste information are the standard operations for operating the medical waste corresponding to the medical waste information, and the disposal conditions corresponding to the medical waste information are the standard operations for disposing of the medical waste corresponding to the medical waste information. The operating conditions and disposal conditions can then be used to monitor the behavior of people in the monitored area.

[0038] Exemplarily, the disposal conditions corresponding to the medical waste information may be management processes such as handover, transportation, warehousing and outbound transfer of the medical waste.

[0039] S120. When the wearing state of the first protective clothing of the first person in the first monitoring area meets the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area meets the first operation condition, a first prompt message is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition. When the wearing state of the first protective clothing of the first person in the first monitoring area meets the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area does not meet the first operation condition, a second prompt message is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition and to dispose of the first protective clothing of the first person.

[0040] When monitoring the monitoring area, when the wearing status of the first protective clothing of the first person in the first monitoring area meets the first wearing condition, it means that the protective clothing of the first person in the first monitoring area meets the requirements, and the operation process of the first person on medical waste can be further monitored.

[0041] It should be noted that there may be one or more first persons in the first monitoring area, and the embodiment of the present application does not limit the number of first persons in the first monitoring area.

[0042] When monitoring the operation process of medical waste, when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area meets the first operation condition, it means that the first medical waste operation information meets the requirements for operating the medical waste. At this time, a first prompt information can be issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition, so as to handle the first medical waste by handing over, transferring, warehousing and transferring out of the warehouse after the first medical waste is classified and collected.

[0043] Exemplarily, when determining whether the first medical waste operation information meets the first operation condition, the operation process of the personnel can be identified by machine vision and compared with the operation requirements in the operation condition to detect whether the first medical waste operation information meets the first operation condition.

[0044] When monitoring the monitoring area, when the wearing status of the first protective clothing of the first person in the first monitoring area meets the first wearing condition, it means that the protective clothing of the first person in the first monitoring area meets the requirements, and the operation process of the first person on medical waste can be further monitored.

[0045] When monitoring the operation process of medical waste, when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area does not meet the first operation condition, it means that the first medical waste operation information does not meet the requirements for operating medical waste, which may cause the medical waste to contaminate the protective clothing and affect the health of people in the first monitoring area. At this time, a second prompt information can be issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition and to dispose of the first protective clothing of the first person, thereby avoiding cross-contamination in different monitoring areas after the protective clothing is contaminated, so as to improve the monitoring and management effect of the monitoring area.

[0046] Exemplarily, when the first protective clothing of the first person is disposed of, the first protective clothing of the first person may be recycled, disposed of harmlessly, or the like.

[0047] When monitoring the monitoring area, when the wearing status of the first protective clothing of the first person in the first monitoring area does not meet the first wearing condition, it means that the protective clothing of the first person in the first monitoring area does not meet the requirements, and the first person in the first monitoring area can be prompted to put on the protective clothing again to improve the use effect of the protective clothing.

[0048] The beneficial effects of the above-mentioned implementation method are that it can monitor the protective clothing wearing status of personnel in different monitoring areas, and can monitor the treatment process of different medical wastes in different monitoring areas, and determine whether it is necessary to dispose of the protective clothing of personnel in the monitoring area, thereby realizing the monitoring of the key links of the whole process and all time periods of the monitoring area, improving the monitoring accuracy and comprehensiveness of the monitoring area, and improving the overall monitoring effect of the monitoring area.

[0049] In some implementations, in the above-mentioned S120, a second prompt information is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition and to dispose of the first protective clothing of the first personnel, including: obtaining the first basic disposal condition corresponding to the first monitoring area, correcting the first basic disposal condition according to the first medical waste operation information and the first operation condition, obtaining the first corrected disposal condition, and issuing a second prompt information to dispose of the first protective clothing of the first personnel according to the first corrected disposal condition.

[0050] When determining the disposal conditions for the first protective clothing, it is necessary to first obtain the first basic disposal conditions corresponding to the first monitoring area, where the first basic disposal conditions are the basic disposal methods for the first protective clothing in the first monitoring area.

[0051] Exemplarily, the first basic treatment condition corresponding to the first monitoring area may be preset.

[0052] Exemplarily, there may be one or more first protective suits in the first monitoring area. In the embodiment of the present application, there is no limitation on the number of first personnel and the number of first protective suits in the first monitoring area.

[0053] After determining the first basic disposal condition corresponding to the first monitoring area, in order to further optimize the disposal process of the first protective clothing in the first monitoring area, the first basic disposal condition can be corrected according to the first medical waste operation information and the first operation condition to obtain the first corrected disposal condition, thereby optimizing the first basic disposal condition. A second prompt information can be issued to dispose of the first protective clothing of the first personnel according to the first corrected disposal condition, so as to prompt the optimized disposal of the first protective clothing.

[0054] Exemplarily, when the first basic disposal condition is modified according to the first medical waste operation information and the first operating condition, the first basic disposal condition can be optimized in combination with the specific operating process of the first medical waste operation information and the first operating condition to improve the disposal effect of the first protective clothing.

[0055] The beneficial effect of the above-mentioned implementation method is that the first basic disposal condition is corrected according to the first medical waste operation information and the first operation condition to obtain the first corrected disposal condition, and a prompt is given to optimize the disposal of the first protective clothing in the first monitoring area according to the first corrected disposal condition, thereby optimizing the effect of the disposal of the first protective clothing in the first monitoring area.

[0056] Figure 2 A flow chart of a second medical area management method based on machine vision provided in an embodiment of the present application is shown in FIG. Figure 2 As shown, in the above method, the first basic disposal condition is modified according to the first medical waste operation information and the first operation condition, including S210 to S220, and S210 to S220 are specifically described below.

[0057] S210, obtaining an evaluation value and an operation time of each operation process in the first medical waste operation information, and obtaining a standard evaluation value and a standard operation time of each operation process corresponding to the first medical waste operation information in the first operation condition.

[0058] In an embodiment of the present application, in order to optimize the first basic disposal condition, the evaluation value and operation time of each operation process in the first medical waste operation information can be obtained, the evaluation value of each operation process is a score value obtained by evaluation by a machine vision evaluation system, and the operation time of each operation process is the operation time identified by the machine vision evaluation system, and then the first basic disposal condition can be evaluated by the evaluation value and operation time of each operation process.

[0059] For example, when the evaluation value of each operation process is obtained by evaluating the machine vision evaluation system, it can be obtained by scoring the degree of action standardization and operation standardization of the operation process of the personnel in the monitoring area. Among them, the machine vision evaluation system can be a machine vision recognition model trained by image and video data.

[0060] Exemplarily, the machine vision evaluation system can be trained through image datasets of different categories, including 12,345 labeled images of damaged protective clothing (including different lighting / occlusion scenes), 8,742 images of contaminated medical waste (blood / chemical reagents, etc.), and 15,893 images of abnormal protective clothing (hats / gloves / shoe covers, etc.).

[0061] When evaluating the first basic disposal conditions, the standard evaluation value and standard operation time of each operation process corresponding to the first medical waste operation information in the first operation condition can be obtained. The standard evaluation value of each operation process is the preset standard evaluation value corresponding to each operation process, and the standard operation time of each operation process is the preset standard operation time corresponding to each operation process.

[0062] S220, determine the sum of the evaluation values ​​of the multiple operation processes of the first medical waste operation information and the ratio of the sum of the standard evaluation values ​​corresponding to the multiple operation processes as the evaluation adjustment value corresponding to the multiple operation processes of the first medical waste operation information. Determine the sum of the operation time of the multiple operation processes of the first medical waste operation information and the ratio of the sum of the standard operation time corresponding to the multiple operation processes as the time adjustment value corresponding to the multiple operation processes of the first medical waste operation information. Divide the disposal parameters of the first basic disposal condition by the evaluation adjustment value and multiply by the time adjustment value in sequence to correct the first basic disposal condition. Among them, the disposal parameters of the first basic disposal condition include disinfection temperature and disinfection time.

[0063] When revising the first basic disposal condition, the ratio of the sum of the evaluation values ​​of multiple operation processes of the first medical waste operation information and the sum of the standard evaluation values ​​corresponding to the multiple operation processes can be determined. Specifically, the sum of the evaluation values ​​of the multiple operation processes of the first medical waste operation information can be determined as the total evaluation value, and the sum of the standard evaluation values ​​corresponding to the multiple operation processes can be determined as the standard total evaluation value, and the ratio of the total evaluation value to the standard total evaluation value can be determined as the evaluation adjustment value corresponding to the multiple operation processes of the first medical waste operation information. The evaluation adjustment value represents the degree of difference between the evaluation value of the first medical waste operation information and the standard evaluation value.

[0064] When revising the first basic disposal condition, the ratio of the sum of the operation times of multiple operation processes of the first medical waste operation information and the sum of the standard operation times corresponding to the multiple operation processes can be determined. Specifically, the sum of the operation times of multiple operation processes of the first medical waste operation information can be first determined as the total operation time, and the sum of the standard operation times corresponding to the multiple operation processes can be determined as the standard total operation time, and the ratio of the total operation time to the standard total operation time can be determined as the time adjustment value corresponding to the multiple operation processes of the first medical waste operation information. The time adjustment value represents the degree of difference between the operation time of the first medical waste operation information and the standard operation time.

[0065] After obtaining the evaluation adjustment value and the time adjustment value, the treatment parameters of the first basic treatment condition can be divided by the evaluation adjustment value and multiplied by the time adjustment value in sequence to modify the first basic treatment condition and achieve specific adjustment of the treatment parameters of the first basic treatment condition. Then, the treatment parameters of the first basic treatment condition can be increased according to the evaluation adjustment value and the time adjustment value.

[0066] Exemplarily, the treatment parameters of the first basic treatment condition include disinfection temperature and disinfection time.

[0067] For example, when the evaluation adjustment value is 0.7 and the time adjustment value is 1.3, the treatment parameter of the first basic treatment condition may be divided by the evaluation adjustment value 0.7 and multiplied by the time adjustment value 1.3 to achieve an incremental adjustment of the treatment parameter of the first basic treatment condition.

[0068] The beneficial effect of the above-mentioned implementation method is that the first basic disposal condition corresponding to the first medical waste operation information can be corrected according to the difference between the evaluation value of the first medical waste operation information and the standard evaluation value, and the difference between the operation time of the first medical waste operation information and the standard operation time, thereby improving the scientificity and rationality of the correction of the first basic disposal condition and improving the effect of the treatment of protective clothing and the monitoring effect of the monitoring area.

[0069] In some implementations, the above method also includes: after modifying the first basic disposal condition according to the first medical waste operation information and the first operation condition, determining the disposal sub-packaging container corresponding to the first modified disposal condition, and issuing a second prompt information to dispose of the first protective clothing of the first personnel according to the first modified disposal condition and to package it according to the disposal sub-packaging container corresponding to the first modified disposal condition.

[0070] After the first basic disposal condition is modified according to the first medical waste operation information and the first operation condition, the disposal sub-packaging container corresponding to the first modified disposal condition can be further determined, and then a second prompt information can be issued to dispose of the first protective clothing of the first personnel according to the first modified disposal condition and to pack it according to the disposal sub-packaging container corresponding to the first modified disposal condition, so as to prompt the protective clothing to be packaged and disposed of according to the corresponding disposal sub-packaging container.

[0071] Exemplarily, the disposal sub-packaging containers corresponding to different disposal conditions may be preset. For example, different disposal conditions may correspond to disposal sub-packaging containers of different categories and disposal levels.

[0072] The beneficial effect of the above implementation method is that after the first basic disposal condition is modified, it can further prompt the protective clothing to be packaged and disposed of according to the corresponding disposal packaging container.

[0073] Figure 3 A flowchart of a third medical area management method based on machine vision provided in an embodiment of the present application is shown in FIG. Figure 3 As shown, the above method also includes S310 to S320, and S310 to S320 are described in detail below.

[0074] S310: Push the key frame of each operation process in the first medical waste operation information and the key frame of each operation process corresponding to the first medical waste operation information in the first operation condition to the first reviewer for review, so as to manually review the evaluation value of each operation process in the first medical waste operation information. Push the start time, end time, key frame at the start time and key frame at the end time of each operation process in the first medical waste operation information and the start time, end time, key frame at the start time and key frame at the end time of each operation process corresponding to the first medical waste operation information in the first operation condition to the second reviewer for review, so as to manually review the operation time of each operation process in the first medical waste operation information.

[0075] When medical waste is processed, in order to improve the accuracy of monitoring the medical waste, manual review can be used to improve the accuracy of monitoring the medical waste.

[0076] During manual review, the key frames of each operation process in the first medical waste operation information and the key frames of each operation process corresponding to the first medical waste operation information in the first operation condition can be pushed to the first reviewer for review, so as to manually review the evaluation value of each operation process in the first medical waste operation information. During manual review, the actions of each operation process in the first medical waste operation information can be judged to achieve manual review of key operation processes.

[0077] For example, during the manual review of key operating processes, the key operating processes may be re-scored.

[0078] It should be noted that the key frame of each operation process can be one frame of image or multiple frames of image, and there is no limit on the number of key frames of each operation process.

[0079] During manual review, the start time, end time, key frame at the start time and key frame at the end time of each operation process in the first medical waste operation information, and the start time, end time, key frame at the start time and key frame at the end time of each operation process corresponding to the first medical waste operation information in the first operation condition can also be pushed to the second reviewer for review, so that the second reviewer can review the start time and end time of each operation process to manually review the operation time of each operation process in the first medical waste operation information, thereby improving the accuracy of operation time detection of the operation process of the first medical waste operation information.

[0080] Exemplarily, when the operation time of each operation process is manually reviewed, the operation time of each operation process can be corrected.

[0081] S320: When the evaluation value of each operation process and the operation time of each operation process are respectively approved, the first basic disposal condition is modified according to the evaluation value of each operation process and the operation time of each operation process. When the evaluation value of each operation process or the operation time of each operation process is not approved, the evaluation value of each operation process and the operation time of each operation process are manually modified, and the first basic disposal condition is modified according to the modified evaluation value of each operation process and the operation time of each operation process.

[0082] After manually reviewing the operation time of each operation process, when the evaluation value of each operation process and the operation time of each operation process pass the review respectively, it means that the detection result of each operation process of the first medical waste operation information is accurate, and then the first basic disposal condition can be corrected according to the evaluation value of each operation process and the operation time of each operation process to ensure the accuracy of the correction to the first basic disposal condition.

[0083] After manually reviewing the operation time of each operation process, when the evaluation value of each operation process or the operation time of each operation process fails to pass the review, it means that the detection result of each operation process of the first medical waste operation information is inaccurate, and the evaluation value of each operation process and the operation time of each operation process are manually corrected, and the first basic disposal condition is corrected according to the corrected evaluation value of each operation process and the operation time of each operation process to ensure the accuracy of the correction to the first basic disposal condition.

[0084] The beneficial effect of the above-mentioned implementation method is that the evaluation value and operation time of each operation process are manually reviewed, and the first basic treatment condition can be corrected according to the corrected evaluation value of each operation process and the operation time of each operation process, which can ensure the accuracy of the first basic treatment condition and improve the monitoring effect of the monitoring area.

[0085] The beneficial effect of the above implementation method is that the evaluation value and operation time of each operation process are sent to different reviewers for review, which ensures the accuracy of the review results and improves the scientificity and accuracy of the review of each operation process.

[0086] Figure 4 A flowchart of a fourth medical area management method based on machine vision provided in an embodiment of the present application is shown in FIG. Figure 4 As shown, the above method further includes S410 to S420, and S410 to S420 are described in detail below.

[0087] S410: Before issuing a first prompt message for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition, detecting the damaged area of ​​the first protective clothing by infrared.

[0088] When disposing of medical waste in accordance with the first prompt information, in order to ensure that the operator is protected from contamination during the operation, before issuing the first prompt information to dispose of the medical waste corresponding to the first medical waste information in accordance with the first disposal conditions, the damaged area of ​​the first protective clothing can be detected by infrared detection, and the risk of contamination of the first person can be judged by the damaged area of ​​the first protective clothing.

[0089] S420: When the damaged area of ​​the first protective clothing is greater than or equal to the preset damaged area, a second prompt message is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition and to dispose of the first protective clothing of the first person. When the damaged area of ​​the first protective clothing is less than the preset damaged area, a first prompt message is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition.

[0090] After obtaining the damaged area of ​​the first protective clothing, when the damaged area of ​​the first protective clothing is greater than or equal to the preset damaged area, it means that the damaged area of ​​the first protective clothing is too large. At this time, the first prompt message may no longer be issued, and a second prompt message may be issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal conditions and to dispose of the first protective clothing of the first person. The second prompt message is used to prompt the disposal of the first protective clothing of the first person.

[0091] After obtaining the damaged area of ​​the first protective suit, when the damaged area of ​​the first protective suit is smaller than the preset damaged area, the first prompt information can continue to be issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition, so as to continue to dispose of the medical waste according to the first prompt information.

[0092] The beneficial effect of the above-mentioned implementation method is that when medical waste is disposed of in accordance with the first prompt information, the risk of contamination of the first person is judged by the damaged area of ​​the first protective clothing, and the first prompt information is issued based on the damaged area to dispose of the medical waste corresponding to the first medical waste information according to the first disposal conditions, or the second prompt information is issued to dispose of the first protective clothing, thereby improving the protection effect on people in the monitoring area.

[0093] In some implementations, the above method also includes: when the damaged area of ​​the first protective clothing is greater than or equal to a preset damaged area, obtaining the damaged position of the first protective clothing, and determining the operation risk value of the first personnel according to the damaged position of the first protective clothing; when the operation risk value of the first personnel is greater than or equal to the preset risk value, issuing a first termination prompt message instructing the first personnel to stop the operation and perform disinfection.

[0094] When detecting the damaged position, since different damaged positions of the protective clothing pose different contamination risks to the protective personnel, when the damaged area of ​​the first protective clothing is greater than or equal to the preset damaged area, the damaged position of the first protective clothing can be further obtained, and the operation risk value of the first personnel can be determined according to the damaged position of the first protective clothing. When the operation risk value of the first personnel is greater than or equal to the preset risk value, it means that the operation risk value of the first personnel is too large, and then a first termination prompt message can be issued to instruct the first personnel to stop the operation and perform disinfection.

[0095] For example, the operation risk values ​​of personnel corresponding to different damaged positions of protective clothing can be preset. For example, the operation risk value corresponding to the damaged position at the torso of the protective clothing is 0.6, and the operation risk value corresponding to the damaged position at the hand of the protective clothing is 0.4.

[0096] The beneficial effect of the above-mentioned implementation method is that it can evaluate the operational risk value of personnel in combination with the position of the protective clothing, can improve the accuracy of evaluating the damaged position of the protective clothing, and improve the intelligence level and monitoring accuracy of the monitoring area.

[0097] In some implementations, the method further includes: respectively obtaining the time periods to which the first protective clothing wearing state and the first medical waste operation information belong, and when the first protective clothing wearing state and the first medical waste operation information are in the same time period, issuing the first prompt information or the second prompt information. When the first protective clothing wearing state and the first medical waste operation information are not in the same time period of a preset duration, neither the first prompt information nor the second prompt information is issued.

[0098] Before issuing the first prompt message or the second prompt message, the time synchronization of the protective clothing wearing status and the medical waste operation information can be verified to ensure the detection accuracy of the protective clothing wearing status and the medical waste operation information. Specifically, the time periods to which the first protective clothing wearing status and the first medical waste operation information belong can be obtained respectively. When the first protective clothing wearing status and the first medical waste operation information are in the same time period, it means that the time period for detecting the first protective clothing wearing status and the time period for detecting the first medical waste operation information are the same, and then the first prompt message or the second prompt message can be issued to avoid false detection.

[0099] After respectively obtaining the time periods to which the first protective clothing wearing state and the first medical waste operation information belong, when the first protective clothing wearing state and the first medical waste operation information are not in the same time period of the preset duration, it means that although the first protective clothing wearing state and the first medical waste operation information are detected, the first protective clothing wearing state and the first medical waste operation information are not in the same time period. At this time, issuing the first prompt information and the second prompt information may cause false detection, and therefore the first prompt information and the second prompt information are not issued.

[0100] The beneficial effect of the above implementation method is that it can determine whether the time period for detecting the wearing status of the first protective clothing and the time period for detecting the first medical waste operation information are the same, thereby avoiding false detection when issuing the first prompt information or the second prompt information.

[0101] In some implementations, the above method also includes: when the first medical waste information in the first monitoring area belongs to the first category, obtaining the operation time adjustment value corresponding to the first category, adding the operation time adjustment value to the time period corresponding to the first medical waste operation information to adjust the time period corresponding to the first medical waste operation information, and when the first protective clothing wearing state and the first medical waste operation information are in the same time period, issuing a first prompt message or a second prompt message.

[0102] When operating different medical wastes, different medical waste operation processes may have different finishing processes. For example, when processing infectious waste, it is necessary to use double-layer garbage bags to seal and affix "infectious waste" labels. Therefore, when judging whether the time period for detecting the wearing state of the first protective clothing is the same as the time period for the first medical waste operation information, redundant time can be reserved for the first medical waste operation information to improve the accuracy of judging whether the time of the first medical waste operation information and the first protective clothing wearing state is synchronized.

[0103] During operation, when the first medical waste information within the first monitoring area belongs to the first category, the operation time adjustment value corresponding to the first category is obtained, wherein different categories of medical waste information and different operation time adjustment values ​​corresponding to different categories of medical waste information are preset values.

[0104] After obtaining the operation time adjustment value corresponding to the first medical waste information, the operation time adjustment value can be added to the time period corresponding to the first medical waste operation information to adjust the time period corresponding to the first medical waste operation information, thereby improving the accuracy of the operation time judgment of the first medical waste operation information. After adjusting the operation time of the first medical waste operation information, when the wearing state of the first protective clothing and the first medical waste operation information are in the same time period, the first prompt information or the second prompt information is issued.

[0105] Exemplarily, when the operation time adjustment value is added to the time period corresponding to the first medical waste operation information, the operation time adjustment value may be added at the end of the time period corresponding to the first medical waste operation information to achieve accurate detection of the first medical waste operation information.

[0106] The beneficial effect of the above-mentioned implementation method is that when operating on different medical wastes, different medical waste operation processes may have different finishing processes. By adjusting the operation time corresponding to the medical waste operation information, the accuracy of judging whether the wearing status of the protective clothing and the medical waste operation information are in the same time period is improved, thereby improving the monitoring effect of the monitoring area.

[0107] An embodiment of the present application further provides a medical area management system based on machine vision, comprising a unit for executing the medical area management method based on machine vision as described in any one of the above items.

[0108] Figure 5 A schematic diagram of the logical structure of a medical area management system based on machine vision provided in one embodiment of the present application is shown in FIG. Figure 5 As shown, the system 1 of this embodiment includes a processing unit 11, a storage unit 12 and a transceiver unit 13. The processing unit 11 is used to process data, the storage unit 12 is used to store data, and the transceiver unit 13 is used to send and receive data. The processing unit 11, the storage unit 12 and the transceiver unit 13 cooperate with each other to implement the above method. The beneficial effects of the embodiment of the present application have been described in the above method and will not be repeated here.

[0109] It should be noted that the information interaction, execution process, etc. between the above-mentioned devices / units are based on the same concept as the method embodiment of the present application. Their specific functions and technical effects can be found in the method embodiment part and will not be repeated here.

[0110] The technicians in the relevant field can clearly understand that for the convenience and simplicity of description, only the division of the above-mentioned functional units and modules is used as an example for illustration. In practical applications, the above-mentioned function allocation can be completed by different functional units and modules as needed, that is, the internal structure of the device can be divided into different functional units or modules to complete all or part of the functions described above. The functional units and modules in the embodiment can be integrated in a processing unit, or each unit can exist physically separately, or two or more units can be integrated in one unit. The above-mentioned integrated unit can be implemented in the form of hardware or in the form of software functional units. In addition, the specific names of the functional units and modules are only for the convenience of distinguishing each other, and are not used to limit the scope of protection of this application. The specific working process of the units and modules in the above-mentioned system can refer to the corresponding process in the aforementioned method embodiment, which will not be repeated here.

[0111] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the present application implements all or part of the processes in the above-mentioned embodiment method, which can be completed by instructing the relevant hardware through a computer program. The computer program can be stored in a computer-readable storage medium, and the computer program can implement the steps of the above-mentioned various method embodiments when executed by the processor. Among them, the computer program includes computer program code, and the computer program code can be in source code form, object code form, executable file or some intermediate form. The computer-readable medium can at least include: any entity or device that can carry the computer program code to the camera / terminal device, recording medium, computer memory, read-only memory (ROM, Read-Only Memory), random access memory (RAM, RandomAccess Memory), electric carrier signal, telecommunication signal and software distribution medium. For example, a USB flash drive, a mobile hard disk, a magnetic disk or an optical disk. In some jurisdictions, according to legislation and patent practice, computer-readable media cannot be electric carrier signals and telecommunication signals.

[0112] In the above embodiments, the description of each embodiment has its own emphasis. For parts that are not described or recorded in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0113] Those of ordinary skill in the art will appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of this application.

[0114] In the embodiments provided in the present application, it should be understood that the disclosed devices and methods can be implemented in other ways. For example, the device embodiments described above are only schematic. For example, the division of the modules or units is only a logical function division. There may be other division methods in actual implementation, such as multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some interfaces, indirect coupling or communication connection of devices or units, which can be electrical, mechanical or other forms.

[0115] 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 distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0116] The embodiments described above are only used to illustrate the technical solutions of the present application, rather than to limit them. Although the present application has been described in detail with reference to the aforementioned embodiments, a person skilled in the art should understand that the technical solutions described in the aforementioned embodiments may still be modified, or some of the technical features may be replaced by equivalents. Such modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present application, and should all be included in the protection scope of the present application.

Claims

1. A medical area management method based on machine vision, characterized in that: The method comprises: Respectively obtain the personnel images corresponding to the personnel in the multiple monitoring areas, determine the protective clothing wearing status corresponding to each personnel image, obtain the protective clothing information corresponding to the personnel in each monitoring area, and obtain the medical waste information corresponding to each monitoring area and the medical waste operation information corresponding to the medical waste information; respectively obtain the wearing conditions corresponding to the protective clothing information of the personnel in the monitoring area, and obtain the operation conditions and disposal conditions corresponding to the medical waste information of the monitoring area; When the wearing state of the first protective clothing of the first person in the first monitoring area meets the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area meets the first operation condition, a first prompt information is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition; when the wearing state of the first protective clothing of the first person in the first monitoring area meets the first wearing condition, and when the first medical waste operation information corresponding to the first medical waste information in the first monitoring area does not meet the first operation condition, a second prompt information is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition and to dispose of the first protective clothing of the first person.

2. The method according to claim 1, characterized in that Issuing a second prompt message for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition and disposing of the first protective clothing of the first person, including: The first basic disposal condition corresponding to the first monitoring area is obtained, the first basic disposal condition is modified according to the first medical waste operation information and the first operation condition to obtain the first modified disposal condition, and a second prompt information is issued to dispose of the first protective clothing of the first person according to the first modified disposal condition.

3. The method according to claim 2, characterized in that The first basic disposal condition is modified according to the first medical waste operation information and the first operation condition, including: Obtaining an evaluation value and an operation time of each operation process in the first medical waste operation information, and obtaining a standard evaluation value and a standard operation time of each operation process corresponding to the first medical waste operation information in the first operation condition; Determine the ratio of the sum of evaluation values ​​of multiple operation processes of the first medical waste operation information and the sum of standard evaluation values ​​corresponding to the multiple operation processes as the evaluation adjustment value corresponding to the multiple operation processes of the first medical waste operation information; determine the ratio of the sum of operation time of multiple operation processes of the first medical waste operation information and the sum of standard operation time corresponding to the multiple operation processes as the time adjustment value corresponding to the multiple operation processes of the first medical waste operation information; divide the disposal parameters of the first basic disposal conditions by the evaluation adjustment value and multiply by the time adjustment value in sequence to correct the first basic disposal conditions; wherein the disposal parameters of the first basic disposal conditions include disinfection temperature and disinfection time.

4. The method according to claim 3, characterized in that The method further comprises: After the first basic disposal condition is modified according to the first medical waste operation information and the first operation condition, the disposal sub-packaging container corresponding to the first modified disposal condition is determined, and a second prompt information is issued to dispose of the first protective clothing of the first personnel according to the first modified disposal condition and to pack it into the disposal sub-packaging container corresponding to the first modified disposal condition.

5. The method according to claim 4, characterized in that The method further comprises: Push the key frames of each operation process in the first medical waste operation information and the key frames of each operation process corresponding to the first medical waste operation information in the first operation condition to the first reviewer for review, so as to manually review the evaluation value of each operation process in the first medical waste operation information; push the start time, end time, key frames at the start time and key frames at the end time of each operation process in the first medical waste operation information, and the start time, end time, key frames at the start time and key frames at the end time of each operation process corresponding to the first medical waste operation information in the first operation condition to the second reviewer for review, so as to manually review the operation time of each operation process in the first medical waste operation information; When the evaluation value of each operation process and the operation time of each operation process have passed the review respectively, the first basic disposal condition is modified according to the evaluation value of each operation process and the operation time of each operation process; when the evaluation value of each operation process or the operation time of each operation process has not passed the review, the evaluation value of each operation process and the operation time of each operation process are manually corrected, and the first basic disposal condition is modified according to the corrected evaluation value of each operation process and the operation time of each operation process.

6. The method according to claim 5, characterized in that The method further comprises: Before issuing a first prompt message for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition, detecting the damaged area of ​​the first protective clothing by infrared; When the damaged area of ​​the first protective clothing is greater than or equal to the preset damaged area, a second prompt message is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition and to dispose of the first protective clothing of the first person; when the damaged area of ​​the first protective clothing is less than the preset damaged area, a first prompt message is issued to dispose of the medical waste corresponding to the first medical waste information according to the first disposal condition.

7. The method according to claim 6, characterized in that The method further comprises: When the damaged area of ​​the first protective clothing is greater than or equal to the preset damaged area, the damaged position of the first protective clothing is obtained, and the operation risk value of the first personnel is determined according to the damaged position of the first protective clothing; when the operation risk value of the first personnel is greater than or equal to the preset risk value, a first termination prompt message is issued to instruct the first personnel to stop the operation and perform disinfection.

8. The method according to claim 7, characterized in that The method further comprises: The time periods to which the first protective clothing wearing state and the first medical waste operation information belong are respectively obtained. When the first protective clothing wearing state and the first medical waste operation information are in the same time period, the first prompt information or the second prompt information is issued; when the first protective clothing wearing state and the first medical waste operation information are not in the same time period of the preset duration, the first prompt information and the second prompt information are not issued.

9. The method according to claim 8, characterized in that The method further comprises: When the first medical waste information in the first monitoring area belongs to the first category, the operation time adjustment value corresponding to the first category is obtained, and the operation time adjustment value is added to the time period corresponding to the first medical waste operation information to adjust the time period corresponding to the first medical waste operation information; when the first protective clothing wearing state and the first medical waste operation information are in the same time period, the first prompt message or the second prompt message is issued.

10. A medical area management system based on machine vision, characterized in that: The method comprises a unit for executing the medical area management method based on machine vision according to any one of claims 1 to 9.

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