Medical area management method and system based on machine vision

Abstract

This application relates to the field of medical area management and discloses a machine vision-based medical area management method and system. The method includes: determining the protective clothing wearing status of each person, and obtaining protective clothing information corresponding to each person in each monitoring area, medical waste information corresponding to each monitoring area, and medical waste operation information corresponding to the medical waste information; respectively obtaining the wearing conditions corresponding to the protective clothing information of each person in the monitoring area, and obtaining the operation conditions and disposal conditions corresponding to the medical waste information in the monitoring area; when the first protective clothing wearing status of a first person in a 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, prompting the disposal of the medical waste corresponding to the first medical waste information according to the first disposal condition. This application improves the accuracy and intelligence of medical area management.

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] Currently, safety management in medical areas primarily relies on manual inspection and supervision, an approach that is not only inefficient but also prone to inadequate protection due to human negligence. Properly wearing protective clothing is crucial for medical staff to prevent cross-infection and ensure their own safety while treating patients. However, existing technologies often fail to accurately identify the wearing status of medical personnel's protective clothing in real time. Furthermore, the complex and ever-changing medical environment in medical areas poses a challenge to effectively monitor and warn of potential risks within the environment to ensure that medical staff work in a safe environment.

[0003] Patent CN115881286B (application number: CN202310141101.X) provides an epidemic prevention management and dispatch system, comprising a facial recognition module, a key area access control module, a monitoring and dispatch center, a personnel trajectory monitoring module, and a portal management module. The facial recognition module is used for facial authentication when medical personnel log into the system. The key area access control module monitors personnel flow and controls access to key areas. The personnel trajectory monitoring module captures real-time facial images of personnel entering and exiting the hospital and tracks and monitors the real-time trajectories of key personnel. The portal management module provides unified management of the hospital's business application systems and management systems. The monitoring and dispatch center displays event information and personnel trajectory information within the hospital's monitored areas based on a 3DGIS map, and manages and dispatches global resources in a unified manner. The system described in patent CN115881286B can capture key personnel trajectories for data analysis, enabling visualization of global resources, intelligent early warning, and unified management and dispatch. However, the management accuracy and intelligence of medical areas are low, resulting in poor results. 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] An embodiment of the present application provides a machine vision-based medical area management method, the method comprising: obtaining images of persons corresponding to persons in multiple monitoring areas, determining the protective clothing wearing status 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; obtaining wearing conditions corresponding to the protective clothing information of the persons in the monitoring areas, and obtaining operation conditions and disposal conditions corresponding to the medical waste information in the monitoring areas; when the wearing status of a first protective clothing of a first person in a first monitoring area satisfies a first wearing condition, and when first medical waste operation information corresponding to the first medical waste information in the first monitoring area satisfies the first operation condition, issuing a first prompt message 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 satisfies the first wearing condition, and when 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 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.

[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, modifying the first basic disposal condition based on the first medical waste operation information and the first operation condition includes: obtaining an evaluation value and operation time for each operation process in the first medical waste operation information, and obtaining a standard evaluation value and standard operation time for each operation process corresponding to the first medical waste operation information in the first operation condition; determining a ratio between the sum of the evaluation values ​​of multiple operation processes in the first medical waste operation information and the sum of the standard evaluation values ​​corresponding to the multiple operation processes as the evaluation adjustment value corresponding to the multiple operation processes in the first medical waste operation information; determining a ratio between the sum of the operation times of multiple operation processes in the first medical waste operation information and the sum of the standard operation times corresponding to the multiple operation processes as the time adjustment value corresponding to the multiple operation processes in the first medical waste operation information. Modifying the first basic disposal condition by dividing the disposal parameters of the first basic disposal condition by the evaluation adjustment value and then multiplying them by the time adjustment value. 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 correcting 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 revised disposal condition, and issuing a second prompt information to dispose of the first protective clothing of the first personnel according to the first revised disposal condition and sub-packaging according to the disposal sub-packaging container corresponding to the first revised disposal condition.

[0009] In another possible implementation, the method further includes: pushing a key frame of each operation process in the first medical waste operation information and a key frame of each operation process corresponding to the first medical waste operation information in the first operation condition to a 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 of the start time, and key frame of the end time of each operation process in the first medical waste operation information and the start time, end time, key frame of the start time, and key frame of the end time of each operation process corresponding to the first medical waste operation information in the first operation condition to a 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 respectively pass the review, revising the first basic disposal condition 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, manually revising the evaluation value of each operation process and the operation time of each operation process, and revising the first basic disposal condition according to the revised evaluation value of each operation process and the operation time of each operation process.

[0010] In another possible implementation, the method further 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 suit by infrared; when the damaged area of ​​the first protective suit 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 suit of the first person; when the damaged area of ​​the first protective suit 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 suit is greater than or equal to a preset damaged area, obtaining the damaged position of the first protective suit, and determining the operation risk value of the first personnel based on the damaged position of the first protective suit; 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 further includes: respectively obtaining the time periods to which the first protective clothing wearing status and the first medical waste operation information belong, and when the first protective clothing wearing status 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 status 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 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.

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

[0015] Compared with the prior art, the embodiments of the present application have the following beneficial effects:

[0016] An embodiment of the present application provides a machine vision-based medical area management method, the method comprising: obtaining images of persons corresponding to persons in a plurality of monitoring areas, determining the protective clothing wearing status 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; obtaining wearing conditions corresponding to the protective clothing information of the persons in the monitoring areas, and obtaining operation conditions and disposal conditions corresponding to the medical waste information in the monitoring areas; when the wearing status of a first protective clothing of a first person in a first monitoring area satisfies a first wearing condition, and when first medical waste operation information corresponding to the first medical waste information in the first monitoring area satisfies the first operation condition, issuing a first prompt message 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 satisfies the first wearing condition, and when 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 message for disposing of the medical waste corresponding to the first medical waste information according to the first disposal condition and for 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

[0017] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following briefly introduces the drawings required for use in the embodiments or descriptions of the prior art. 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 any creative work.

[0018] Figure 1 A flowchart of the first medical area management method based on machine vision provided in an embodiment of the present application;

[0019] Figure 2 A flowchart of a second method for managing medical areas based on machine vision provided in an embodiment of the present application;

[0020] Figure 3 A flowchart of a third method for medical area management based on machine vision provided in an embodiment of the present application;

[0021] Figure 4 A flowchart of a fourth method for medical area management based on machine vision provided in an embodiment of the present application;

[0022] Figure 5 A 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

[0023] 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 preclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or collections thereof.

[0024] It will also be understood that the term "and / or" used in this specification and the appended claims refers to and includes any and all possible combinations of one or more of the associated listed items.

[0025] As used in this specification and the appended claims, the term "if" can be interpreted as "when" or "upon" 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 "upon determination" or "in response to determining" or "upon detection of [described condition or event]" or "in response to detecting [described condition or event]," depending on the context.

[0026] 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.

[0027] References to "one embodiment" or "some embodiments" in this specification mean that a particular feature, structure, or characteristic described in conjunction with that embodiment is included in one or more embodiments of the present application. Thus, phrases such as "in one embodiment," "in some embodiments," "in other embodiments," and "in other embodiments" appearing in various places in this specification do not necessarily refer to the same embodiment, but rather mean "one or more but not all embodiments," unless otherwise specifically emphasized. The terms "including," "comprising," "having," and variations thereof all mean "including but not limited to," unless otherwise specifically emphasized.

[0028] 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.

[0029] 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 person images corresponding to persons in multiple monitoring areas, and determining the protective clothing wearing status 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 areas, and obtaining operation conditions and disposal conditions corresponding to the medical waste information of the monitoring areas; when the first protective clothing wearing status of a first person in a 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 first protective clothing wearing status 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.

[0030] In some scenarios, a medical area management method based on machine vision in an embodiment of the present application can be applied to the intelligence and management accuracy of the hospital's medical areas. This method can be specifically applied to general wards, operating rooms or intensive care units (ICUs), and can improve the management effect of these medical areas.

[0031] The following describes a medical area management method based on machine vision provided in an embodiment of the present application in detail with reference to specific examples.

[0032] Figure 1 The flowchart of the first medical area management method based on machine vision provided in the embodiment of the present application is as follows: Figure 1 As shown, the method includes S110 to S120, and S110 to S120 are described in detail below.

[0033] S110: Obtain images of people corresponding to multiple people within the monitoring areas, determine the protective clothing wearing status corresponding to each person image, obtain protective clothing information corresponding to each person within the monitoring area, obtain medical waste information corresponding to each monitoring area, and obtain medical waste handling information corresponding to the medical waste information. Obtain wearing conditions corresponding to the protective clothing information of each person within the monitoring area, and obtain handling conditions and disposal conditions corresponding to the medical waste information in the monitoring area.

[0034] like Figure 1 As shown, when this method is used, this method can respectively obtain personnel images corresponding to personnel in multiple monitoring areas. The monitoring area can be a medical area, and the personnel image is an image of personnel activities in the monitored medical area. Then, the activity information in the monitoring area can be determined by identifying the personnel image.

[0035] During monitoring, this 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.

[0036] 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.

[0037] For example, 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.

[0038] 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 obtained by automatically identifying medical waste through image recognition, and the medical waste operation information corresponding to the medical waste information can be obtained through process information of personnel operating and disposing of medical waste.

[0039] For example, the medical waste operation information may include the management process of medical waste classification, collection, etc.

[0040] Illustratively, medical waste includes different types of waste such as infectious waste, pathological waste, pharmaceutical waste, chemical waste, injury waste and radioactive waste.

[0041] 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.

[0042] When monitoring and managing the monitoring area, this method can also obtain the operating conditions and disposal conditions corresponding to the medical waste information in the monitoring 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 behavior of people in the monitoring area can then be monitored through the operating conditions and disposal conditions.

[0043] For example, the disposal conditions corresponding to the medical waste information may be management processes such as handover, transportation, storage and outbound transfer of the medical waste.

[0044] S120: 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 satisfies 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 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, 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.

[0045] 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.

[0046] 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.

[0047] 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 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 carry out the handover, transportation, warehousing and outbound transfer and other disposal treatments of the first medical waste after the first medical waste is classified and collected.

[0048] For example, 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.

[0049] 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.

[0050] 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 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.

[0051] Exemplarily, when disposing of the first protective clothing of the first person, the first protective clothing of the first person may be disposed of by recycling, harmless treatment, or the like.

[0052] 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.

[0053] The beneficial effect of the above-mentioned implementation method is that it can monitor the protective clothing wearing status of personnel in different monitoring areas, and can monitor the treatment process of different medical waste 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 entire 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.

[0054] 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 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 a second prompt information to dispose of the first protective clothing of the first person according to the first corrected disposal condition.

[0055] When determining the treatment condition for treating the first protective suit, it is necessary to first obtain the first basic treatment condition corresponding to the first monitoring area. The first basic treatment condition is a basic treatment method for treating the first protective suit in the first monitoring area.

[0056] Exemplarily, the first basic treatment condition corresponding to the first monitoring area may be preset.

[0057] Illustratively, there may be one or more first protective suits in the first monitoring area. In the embodiment of the present application, there is no restriction on the number of first personnel and the number of first protective suits in the first monitoring area.

[0058] After determining the first basic disposal conditions 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 conditions can be corrected according to the first medical waste operation information and the first operation conditions to obtain the first corrected disposal conditions, thereby optimizing the first basic disposal conditions. A second prompt information can be issued to dispose of the first protective clothing of the first personnel according to the first corrected disposal conditions, so as to prompt the optimized disposal of the first protective clothing.

[0059] For example, when the first basic disposal condition is modified according to the first medical waste operation information and the first operation condition, the first basic disposal condition can be optimized in combination with the specific operation process of the first medical waste operation information and the first operation condition to improve the disposal effect of the first protective clothing.

[0060] 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 the first protective clothing in the first monitoring area is prompted to be optimized for disposal according to the first corrected disposal condition, thereby optimizing the effect of disposal of the first protective clothing in the first monitoring area.

[0061] Figure 2 A flow chart of the second medical area management method based on machine vision provided in the embodiment of the present application is shown as follows: 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. S210 to S220 are described in detail below.

[0062] S210: Obtain an evaluation value and an operation time of each operation process in the first medical waste operation information, and obtain 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.

[0063] 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 the score value obtained by evaluation through the machine vision evaluation system, and the operation time of each operation process is the operation time obtained by identification through the machine vision evaluation system. The first basic disposal condition can then be evaluated through the evaluation value and operation time of each operation process.

[0064] For example, when evaluating each operation process through a machine vision evaluation system, the evaluation value can be obtained by scoring the degree of standardization of the movements and the degree of standardization of the operations performed by personnel in the monitoring area. The machine vision evaluation system can be based on a machine vision recognition model trained with image and video data.

[0065] For example, the machine vision evaluation system can be trained using image datasets of different categories, including 12,345 labeled images of damaged protective clothing (including different lighting / occlusion scenarios), 8,742 images of contaminated medical waste (blood / chemical reagents, etc.), and 15,893 images of abnormal protective clothing (hats / gloves / shoe covers, etc.).

[0066] 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 conditions 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.

[0067] S220: Determine the ratio of the sum of the evaluation values ​​of the multiple operation processes in the first medical waste operation information to the sum of the standard evaluation values ​​corresponding to the multiple operation processes, and use this ratio as the evaluation adjustment value for the multiple operation processes in the first medical waste operation information. Determine the ratio of the sum of the operation times of the multiple operation processes in the first medical waste operation information to the sum of the standard operation times corresponding to the multiple operation processes, and use this ratio as the time adjustment value for the multiple operation processes in the first medical waste operation information. Correct the first basic disposal condition by dividing the treatment parameters of the first basic disposal condition by the evaluation adjustment value and then multiplying them by the time adjustment value. The treatment parameters of the first basic disposal condition include disinfection temperature and disinfection time.

[0068] 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 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.

[0069] 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.

[0070] 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 correct the first basic treatment condition and achieve specific adjustment of the treatment parameters of the first basic treatment condition, and then the treatment parameters of the first basic treatment condition can be increased according to the evaluation adjustment value and the time adjustment value.

[0071] Exemplarily, the treatment parameters of the first basic treatment condition include disinfection temperature and disinfection time.

[0072] For example, when the evaluation adjustment value is 0.7 and the time adjustment value is 1.3, the treatment parameters 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 incremental adjustment of the treatment parameters of the first basic treatment condition.

[0073] 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 degree of difference between the evaluation value of the first medical waste operation information and the standard evaluation value, and the degree of 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 treating protective clothing and the monitoring effect of the monitoring area.

[0074] In some implementations, the above method also includes: after correcting 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 revised disposal condition, and issuing a second prompt information to dispose of the first protective clothing of the first personnel according to the first revised disposal condition and sub-packaging according to the disposal sub-packaging container corresponding to the first revised disposal condition.

[0075] After the first basic disposal condition is revised according to the first medical waste operation information and the first operation condition, the disposal sub-packaging container corresponding to the first revised 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 revised disposal condition and to sub-pack it according to the disposal sub-packaging container corresponding to the first revised disposal condition, so as to prompt the protective clothing to be sub-packaged and disposed of according to the corresponding disposal sub-packaging container.

[0076] 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 different disposal levels.

[0077] 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.

[0078] Figure 3 A flow chart of a third medical area management method based on machine vision provided in an embodiment of the present application is shown as follows: Figure 3 As shown, the above method further includes S310 to S320, and S310 to S320 are described in detail below.

[0079] 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, thereby manually reviewing the evaluation value of each operation process in the first medical waste operation information. Push the start time, end time, key frame of the start time, and key frame of the end time of each operation process in the first medical waste operation information and the start time, end time, key frame of the start time, and key frame of 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, thereby manually reviewing the operation time of each operation process in the first medical waste operation information.

[0080] When medical waste is being processed, in order to improve the accuracy of monitoring of medical waste, manual review can be used to improve the accuracy of monitoring of medical waste.

[0081] 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 action of each operation process in the first medical waste operation information can be judged to realize manual review of key operation processes.

[0082] For example, during the manual review of key operating processes, the key operating processes may be re-scored.

[0083] 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.

[0084] During manual review, the start time, end time, key frame of the start time and key frame of the end time of each operation process in the first medical waste operation information, and the start time, end time, key frame of the start time and key frame of 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.

[0085] For example, when the operation time of each operation process is manually reviewed, the operation time of each operation process may be corrected.

[0086] S320: When the evaluation value of each operation process and the operation time of each operation process respectively pass the review, the first basic disposal condition is modified according to the evaluation value of each operation process and the operation time of each operation process. If 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.

[0087] 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 results of each operation process of the first medical waste operation information are accurate, and then the first basic disposal conditions 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 of the first basic disposal conditions.

[0088] 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 of the first basic disposal condition.

[0089] 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.

[0090] 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.

[0091] Figure 4 A flowchart of the fourth medical area management method based on machine vision provided in the embodiment of the present application is shown as follows: Figure 4 As shown, the above method further includes S410 to S420, and S410 to S420 are described in detail below.

[0092] 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, detect the damaged area of ​​the first protective suit through infrared detection.

[0093] 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 based on the damaged area of ​​the first protective clothing.

[0094] S420: When the damaged area of ​​the first protective suit 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 suit of the first person. When the damaged area of ​​the first protective suit 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.

[0095] After obtaining the damaged area of ​​the first protective suit, when the damaged area of ​​the first protective suit is greater than or equal to the preset damaged area, it means that the damaged area of ​​the first protective suit 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 suit of the first person. The second prompt message is used to prompt the disposal of the first protective suit of the first person.

[0096] 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.

[0097] 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 in accordance with the first disposal conditions, or the second prompt information is issued to dispose of the first protective clothing, thereby improving the protection effect on personnel in the monitoring area.

[0098] In some implementations, the above method also includes: when the damaged area of ​​the first protective suit is greater than or equal to a preset damaged area, obtaining the damaged position of the first protective suit, and determining the operation risk value of the first personnel based on the damaged position of the first protective suit; 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.

[0099] 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 based on 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 a first termination prompt message can be issued to instruct the first personnel to stop the operation and perform disinfection.

[0100] For example, the operational risk values ​​corresponding to different damaged locations of protective clothing can be preset. For example, the operational risk value corresponding to a damaged location on the torso of the protective clothing is 0.6, and the operational risk value corresponding to a damaged location on the hand of the protective clothing is 0.4.

[0101] The beneficial effect of the above implementation method is that it can evaluate the operational risk value of personnel in combination with the position of protective clothing, improve the accuracy of evaluating the damaged position of protective clothing, and improve the intelligence and accuracy of monitoring of the monitoring area.

[0102] In some implementations, the method further includes: respectively obtaining time periods to which the first protective clothing wearing state and the first medical waste handling information belong, and when the first protective clothing wearing state and the first medical waste handling 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 handling information are not in the same time period of a preset duration, not issuing the first prompt message or the second prompt message.

[0103] 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.

[0104] After respectively obtaining the time periods to which the first protective clothing wearing status and the first medical waste operation information belong, when the first protective clothing wearing status and the first medical waste operation information are not in the same time period of preset duration, it means that although the first protective clothing wearing status and the first medical waste operation information are detected, the first protective clothing wearing status 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, so the first prompt information and the second prompt information are not issued.

[0105] 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.

[0106] 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.

[0107] When handling different types of medical waste, different medical waste handling processes may require different final disposal procedures. For example, when handling infectious waste, it is necessary to seal it with double-layer garbage bags and affix an "Infectious Waste" label. Therefore, when determining whether the time period for detecting the wearing status of the first protective suit is the same as the time period for the first medical waste handling information, redundant time can be left for the first medical waste handling information to improve the accuracy of determining whether the first medical waste handling information and the first protective suit wearing status are synchronized.

[0108] During operation, 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, wherein different categories of medical waste information and different operation time adjustment values ​​corresponding to different categories of medical waste information are preset values.

[0109] 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 information to adjust the time period corresponding to the first medical waste information, thereby improving the accuracy of the operation time determination for the first medical waste information. After the operation time of the first medical waste information is adjusted, when the first protective suit wearing state and the first medical waste information are in the same time period, the first prompt message or the second prompt message is issued.

[0110] 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.

[0111] 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 protective clothing wearing status and the medical waste operation information are in the same time period is improved, thereby improving the monitoring effect of the monitoring area.

[0112] An embodiment of the present application further provides a medical area management system based on machine vision, comprising a unit for executing any of the medical area management methods based on machine vision as described above.

[0113] 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 as follows: 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.

[0114] 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 this application. Their specific functions and technical effects can be found in the method embodiment section and will not be repeated here.

[0115] Those skilled in the art can clearly understand that, for the convenience and brevity of description, only the division of the above-mentioned functional units and modules is used as an example for illustration. In actual applications, the above-mentioned functions can be distributed and 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 into one processing unit, or each unit can exist physically alone, or two or more units can be integrated into 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, and will not be repeated here.

[0116] If the integrated unit is implemented as a software functional unit and sold or used as a standalone product, it can be stored in a computer-readable storage medium. Based on this understanding, the present application can implement all or part of the process steps in the above-mentioned method embodiments by using a computer program to instruct the relevant hardware. The computer program can be stored in a computer-readable storage medium. When executed by a processor, the computer program can implement the steps of each of the above-mentioned method embodiments. The computer program includes computer program code, which can be in source code form, object code form, executable file, or some intermediate form. The computer-readable medium can include at least: any entity or device capable of carrying computer program code to a camera / terminal device, recording medium, computer memory, read-only memory (ROM), random access memory (RAM), electric carrier signals, telecommunication signals, and software distribution media. Examples include USB flash drives, removable hard drives, magnetic disks, or optical disks. In some jurisdictions, based on legislation and patent practice, computer-readable media cannot be electric carrier signals or telecommunication signals.

[0117] In the above embodiments, the description of each embodiment has its own focus. For parts that are not described or recorded in detail in a certain embodiment, reference can be made to the relevant description of other embodiments.

[0118] Those skilled 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 beyond the scope of this application.

[0119] In the embodiments provided in this 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 merely schematic. For example, the division of the modules or units is merely a logical function division. In actual implementation, there may be other division methods, 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.

[0120] The units described as separate components may or may not be physically separate, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed across multiple network units. Some or all of these units may be selected to achieve the purpose of this embodiment according to actual needs.

[0121] The above-described embodiments 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, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. These modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the various embodiments of the present application, and should all be included in the scope of protection of the present application.

Claims

1. A medical area management method based on machine vision, characterized in that: The method comprises: Obtaining images of persons corresponding to multiple monitoring areas respectively, determining the protective clothing wearing status 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; obtaining wearing conditions corresponding to the protective clothing information of the persons in the monitoring area respectively, and obtaining operation conditions and disposal conditions corresponding to the medical waste information in 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, the damaged area of ​​the first protective clothing is detected by infrared. When the damaged area of ​​the first protective clothing is less than the preset damaged area, 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, the damaged area of ​​the first protective clothing is detected by infrared. When the damaged area of ​​the first protective clothing is greater than or equal to the preset damaged area, 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; including: Obtaining a first basic disposal condition corresponding to the first monitoring area, revising the first basic disposal condition based on the first medical waste operation information and the first operation condition to obtain a first revised disposal condition, and issuing a second prompt message for disposing of the first protective clothing of the first person according to the first revised disposal condition; When the damaged area of ​​the first protective suit is greater than or equal to a preset damaged area, the damaged position of the first protective suit is obtained, and the operation risk value of the first personnel is determined according to the damaged position of the first protective suit. 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; The time periods to which the first protective clothing wearing status and the first medical waste operation information belong are obtained respectively. When the first protective clothing wearing status 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 status 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.

2. The method according to claim 1, wherein 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 for each operation process in the first medical waste operation information, and obtaining a standard evaluation value and a standard operation time for each operation process corresponding to the first medical waste operation information in the first operation condition; Determining a ratio of a sum of evaluation values ​​of the plurality of operation processes of the first medical waste operation information to a sum of standard evaluation values ​​corresponding to the plurality of operation processes as evaluation adjustment values ​​corresponding to the plurality of operation processes of the first medical waste operation information; Determining a ratio of a sum of operation times of the plurality of operation processes of the first medical waste operation information to a sum of standard operation times corresponding to the plurality of operation processes as a time adjustment value corresponding to the plurality of operation processes of the first medical waste operation information; The treatment parameters of the first basic treatment condition are divided by the evaluation adjustment value and multiplied by the time adjustment value in sequence to correct the first basic treatment condition; wherein the treatment parameters of the first basic treatment condition include disinfection temperature and disinfection time.

3. The method according to claim 2, wherein The method further comprises: After the first basic disposal condition is revised according to the first medical waste operation information and the first operation condition, the disposal sub-packaging container corresponding to the first revised 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 revised disposal condition and to sub-pack it according to the disposal sub-packaging container corresponding to the first revised disposal condition.

4. The method according to claim 3, wherein The method further comprises: 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 of the start time, and key frame of the end time of each operation process in the first medical waste operation information, and the start time, end time, key frame of the start time, and key frame of 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 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.

5. The method according to claim 1, wherein 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.

6. 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 5.

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