Medical waste recycling management method and system based on recycling factor analysis

Abstract

This application relates to the field of medical waste recycling management, and discloses a medical waste recycling management method and system based on recycling element analysis. The method includes: respectively obtaining the medical type information of multiple medical matters, multiple medical treatment process information, and the medical waste information corresponding to each medical treatment process information; determining the recycling time in the recycling element information corresponding to each medical matter according to the medical type information of each medical matter; and determining the medical recycling strategy corresponding to each medical matter according to the medical type information, medical treatment process information of each medical matter, and the medical waste information corresponding to each medical treatment process information; clustering multiple medical matters according to the recycling time and medical recycling strategy to obtain multiple groups of medical matters. This method can formulate medical waste recycling strategies for the specific medical processes and medical waste of medical matters, and can improve the recycling efficiency and accuracy of medical waste.

Description

Technical Field

[0001] This application relates to the technical field of medical waste recycling management. More specifically, it relates to a medical waste recycling management method and system based on recycling element analysis. Background Art

[0002] Medical waste treatment needs to comply with strict laws, regulations and standards. The standards for medical waste treatment vary by region and waste type. Ensuring compliance is a challenge in medical waste treatment. There are many types of medical waste, including infectious waste, pathological waste, chemical waste, pharmaceutical waste, etc. Each type of waste has different treatment requirements. For example, medical waste may contain pathogens, harmful chemicals and radioactive substances. During the treatment process, risks need to be strictly controlled to prevent environmental pollution and personal injury. Currently, the difficulty in medical waste treatment lies in how to accurately and quickly classify the waste and quickly identify the attributes of medical waste, and then efficiently treat medical waste according to the type and attributes of medical waste. Currently, medical waste treatment technologies include incineration, high-pressure steam sterilization, chemical disinfection and other treatment methods.

[0003] Patent CN113657629B (Application No.: CN202110968834.1) provides a medical waste classification and recycling management method and system. Among them, the method includes: receiving a collection request for collecting medical waste sent by a first terminal; obtaining waste information and recycling element information of the medical waste; generating a collection and treatment strategy according to the waste information and recycling element information, and sending the collection and treatment strategy to a second terminal; receiving the information indicating that the collection is completed sent by the second terminal, and generating a recycling and treatment strategy according to the waste information. The medical waste classification and recycling management method in Patent CN113657629B can generate a collection and treatment strategy and a recycling and treatment strategy respectively by obtaining the waste information and recycling element information of medical waste. However, the method in Patent CN113657629B requires filling in the waste information and recycling element information of medical waste on the first terminal, resulting in a cumbersome process for filling in the waste information and recycling element information of medical waste, and it is difficult to quickly and accurately formulate treatment strategies for medical waste such as infectious waste, pathological waste, chemical waste, pharmaceutical waste, etc. Summary of the Invention

[0004] The purpose of this application is to provide a medical waste recycling management method and system based on recycling element analysis, which solves the technical problem of being difficult to quickly and accurately formulate treatment strategies for medical waste such as infectious waste, pathological waste, chemical waste, pharmaceutical waste, etc., and achieves the technical effect of quickly and accurately formulating treatment strategies for medical waste such as infectious waste, pathological waste, chemical waste, pharmaceutical waste, etc. through processing treatment process information.

[0005] A medical waste recycling management method based on recycling element analysis provided by an embodiment of the present application, the method includes: respectively obtaining medical type information of multiple medical matters, multiple medical treatment process information, and medical waste information corresponding to each medical treatment process information; wherein, the medical type information includes infectious waste information and pathological waste information; determining the recycling time in the recycling element information corresponding to each medical matter according to the medical type information of each medical matter; and determining the medical recycling strategy corresponding to each medical matter according to the medical type information, medical treatment process information of each medical matter, and medical waste information corresponding to each medical treatment process information; clustering multiple medical matters according to the recycling time and medical recycling strategy to obtain multiple medical matter groups, adding the medical recycling strategies of multiple medical matter groups respectively to obtain a centralized recycling strategy, and recycling the medical waste of multiple medical matters respectively according to multiple centralized recycling strategies.

[0006] In a possible implementation manner, determining the medical recycling strategy corresponding to each medical matter according to the medical type information, medical treatment process information of each medical matter, and medical waste information corresponding to each medical treatment process information includes: in the medical process database, determining the missing medical treatment process information corresponding to the medical matter according to the medical type information of each medical matter, and determining the medical recycling strategy corresponding to each medical matter according to the medical type information, medical treatment process information, medical waste information corresponding to each medical treatment process information, and the missing medical treatment process information of each medical matter.

[0007] In another possible implementation manner, the method further includes: recording the medical waste recycling record of each medical matter, and determining the missing medical waste recycling information in the medical recycling strategy corresponding to each medical matter in the medical waste recycling record, the missing medical waste recycling information corresponding to the missing medical waste recycling strategy, and recording the missing medical waste recycling information corresponding to each medical matter into the medical process database; determining the medical recycling strategy corresponding to each medical matter according to the medical type information, medical treatment process information, medical waste information corresponding to each medical treatment process information, the missing medical treatment process information, and the missing medical waste recycling information of each medical matter.

[0008] In another possible implementation manner, the method further includes: clustering multiple medical matters according to the recycling time, medical recycling strategy, the missing medical treatment process information of the medical recycling strategy, and the missing medical waste recycling information to obtain multiple medical matter groups, adding the medical recycling strategies of multiple medical matter groups respectively to obtain a centralized recycling strategy, and adding the supplementary recycling strategies corresponding to the missing medical treatment process information and the missing medical waste recycling information to the centralized recycling strategy, and recycling the medical waste of multiple medical matters respectively according to multiple centralized recycling strategies.

[0009] In another possible implementation, the method further includes: determining the number of medical items in each medical item group, and determining the ratio of the number of medical items to the standard number of medical items as the supplementary recovery adjustment factor; multiplying the recovery resource quantity of the supplementary recovery strategy by the supplementary recovery adjustment factor to adjust the supplementary recovery strategy.

[0010] In another possible implementation, the method further includes: when the number of medical items in a medical item group is greater than or equal to the preset number of medical items, splitting the multiple medical items in the medical item group according to the recovery resource quantities corresponding to the missing medical treatment process information and the missing medical waste recovery information to obtain multiple medical item subgroups, and performing medical waste recovery on the multiple medical item subgroups respectively.

[0011] In another possible implementation, splitting the multiple medical items in a medical item group according to the recovery resource quantities corresponding to the missing medical treatment process information and the missing medical waste recovery information includes: clustering the multiple medical items in the medical item group according to the missing medical treatment process information and the missing medical waste recovery information to obtain multiple missing medical item subgroups, and arranging the multiple missing medical item subgroups in ascending order of the recovery resource quantities corresponding to the missing medical treatment process information and the missing medical waste recovery information as multiple missing medical item subgroups with descending recovery priorities.

[0012] In another possible implementation, the method further includes: performing medical waste recovery on the multiple missing medical item subgroups in descending order.

[0013] In another possible implementation, the method further includes: determining the difference between the earliest recovery time and the latest recovery time of the multiple missing medical item subgroups as the recovery time span value; when the recovery time span value is greater than the preset recovery time span value, dividing the multiple missing medical item subgroups into multiple synchronous missing medical item subgroups for synchronous medical waste recovery, and performing synchronous medical waste recovery on the multiple synchronous missing medical item subgroups.

[0014] An embodiment of the present application further provides a medical waste recovery management system based on recovery factor analysis, including a unit for executing the method described in any one of the above.

[0015] An embodiment of the present application further provides a computer-readable storage medium, where the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the steps in the above method embodiments can be implemented.

[0016] An embodiment of the present application provides a computer program product. When the computer program product runs on a mobile terminal, the mobile terminal is enabled to execute steps in the above various method embodiments when implemented.

[0017] The beneficial effects of the embodiments of the present application compared with the prior art are as follows:

[0018] An embodiment of the present application provides a medical waste recycling management method based on recycling element analysis. This method includes: respectively obtaining the medical type information of multiple medical matters, multiple medical treatment process information, and the medical waste information corresponding to each medical treatment process information; wherein, the medical type information includes infectious waste information and pathological waste information; determining the recycling time in the recycling element information corresponding to each medical matter according to the medical type information of each medical matter; and determining the medical recycling strategy corresponding to each medical matter according to the medical type information, medical treatment process information of each medical matter, and the medical waste information corresponding to each medical treatment process information; clustering multiple medical matters according to the recycling time and medical recycling strategy to obtain multiple groups of medical matters, adding up the medical recycling strategies of multiple groups of medical matters to obtain a centralized recycling strategy, and recycling the medical waste of multiple medical matters respectively according to multiple centralized recycling strategies. This medical waste recycling management method based on recycling element analysis can formulate medical waste recycling strategies for the specific medical processes and medical waste of medical matters, and by clustering multiple medical matters according to the recycling time and medical recycling strategy, and then improving the medical waste recycling strategy according to the centralized recycling strategy, the recycling efficiency and accuracy of medical waste are improved. Description of the Drawings

[0019] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings required for use in the embodiments or the description of the prior art. Obviously, the following drawings are only some embodiments of the present application. For those of ordinary skill in the art, without creative efforts, other drawings can also be obtained based on these drawings.

[0020] Figure 1 It is a schematic flowchart of the first medical waste recycling management method based on recycling element analysis provided by the embodiment of the present application;

[0021] Figure 2 It is a schematic flowchart of the second medical waste recycling management method based on recycling element analysis provided by the embodiment of the present application;

[0022] Figure 3 It is a schematic flowchart of the third medical waste recycling management method based on recycling element analysis provided by the embodiment of the present application;

[0023] Figure 4 This is a schematic diagram of the logical structure of a medical waste recycling management system provided by an embodiment of the present application based on recycling element analysis. Detailed implementation manners

[0024] It should be understood that when used in the specification and appended claims of the present application, the term "comprising" indicates the presence of the described features, wholes, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, wholes, steps, operations, elements, components and / or their combinations.

[0025] It should also be understood that the term "and / or" used in the specification and appended claims of the present application refers to any combination and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0026] As used in the specification and appended claims of the present application, the term "if" can be interpreted as "when", "once", "in response to determining" or "in response to detecting" according to the context. Similarly, the phrase "if it is determined" or "if [the described condition or event] is detected" can be interpreted as meaning "once it is determined" or "in response to determining" or "once [the described condition or event] is detected" or "in response to detecting [the described condition or event]" according to the context.

[0027] In addition, in the description of the specification and appended claims of the present application, the terms "first", "second", "third", etc. are only used for distinguishing descriptions and cannot be understood as indicating or implying relative importance.

[0028] The reference to "an embodiment" or "some embodiments" etc. described in the specification of the present application means that a specific feature, structure or characteristic described in connection with the embodiment is included in one or more embodiments of the present application. Thus, the statements "in an embodiment", "in some embodiments", "in other some embodiments", "in still 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 "comprising", "including", "having" and their variants all mean "including but not limited to", unless otherwise specifically emphasized in other ways.

[0029] In the existing medical waste classification and recycling management method, it is necessary to fill in the waste information and recycling element information of medical waste on the first terminal, resulting in a relatively cumbersome process for filling in the waste information and recycling element information of medical waste, and it is difficult to quickly and accurately formulate treatment strategies for medical waste such as infectious waste, pathological waste, chemical waste, and pharmaceutical waste.

[0030] For the above reasons, the embodiments of the present application provide a medical waste recycling management method based on recycling element analysis. This method includes: respectively obtaining the medical type information of multiple medical matters, multiple medical treatment process information, and the medical waste information corresponding to each medical treatment process information; wherein, the medical type information includes infectious waste information and pathological waste information; determining the recycling time in the recycling element information corresponding to each medical matter according to the medical type information of each medical matter; and determining the medical recycling strategy corresponding to each medical matter according to the medical type information, medical treatment process information of each medical matter, and the medical waste information corresponding to each medical treatment process information; clustering multiple medical matters according to the recycling time and medical recycling strategy to obtain multiple groups of medical matters, adding up the medical recycling strategies of multiple groups of medical matters respectively to obtain a centralized recycling strategy, and recycling the medical waste of multiple medical matters respectively according to multiple centralized recycling strategies. This medical waste recycling management method based on recycling element analysis can formulate medical waste recycling strategies for the specific medical processes and medical waste of medical matters, and by clustering multiple medical matters according to the recycling time and medical recycling strategy, and then improving the medical waste recycling strategy according to the centralized recycling strategy, the recycling efficiency and recycling accuracy of medical waste are improved.

[0031] In some scenarios, a medical waste recycling management method based on recycling element analysis in the embodiments of the present application can be applied to the medical waste recycling in institutions such as hospitals, biological laboratories, primary clinics, and testing centers, which can improve the recycling efficiency and recycling accuracy of medical waste.

[0032] The following specifically describes a medical waste recycling management method based on recycling element analysis provided by the embodiments of the present application with specific examples.

[0033] Figure 1 It is a schematic flowchart of the first medical waste recycling management method based on recycling element analysis provided by the embodiments of the present application. As Figure 1 shown, this method includes S110 to S130, and the following specifically describes S110 to S130.

[0034] S110. Respectively obtain the medical type information of multiple medical matters, multiple medical treatment process information, and the medical waste information corresponding to each medical treatment process information. Among them, the medical type information includes infectious waste information and pathological waste information.

[0035] In the embodiments of the present application, the medical type information of multiple medical matters, the medical treatment process information of multiple medical treatment processes, and the medical waste information corresponding to each medical treatment process information can be obtained respectively first. Then, according to the medical type information of the medical matters, the medical treatment process information of multiple medical treatment processes, and the medical waste information corresponding to each medical treatment process information, the efficiency of recycling the medical waste of the medical matters can be determined.

[0036] During operation, the medical type information is the specific medical type of the medical matter. For example, the medical type information may include medical processes such as surgery, medical examinations, and infusions.

[0037] Exemplarily, the medical treatment process information may include the preoperative preparation process, the intraoperative operation process, and the postoperative treatment process corresponding to the medical type information being surgery; the medical treatment process information may also include the sampling process, the detection process, and the result analysis process corresponding to the medical type information being medical examinations; the medical treatment process information may also include the drug preparation process for infusion treatment, the infusion operation process, and the post-infusion care process corresponding to the medical type information being infusion.

[0038] Exemplarily, the medical waste information corresponding to each medical treatment process information may include the processes of generating medical waste in the preoperative preparation process, the intraoperative operation process, and the postoperative treatment process.

[0039] S120. According to the medical type information of each medical matter, determine the recovery time in the recovery element information corresponding to each medical matter. And according to the medical type information of each medical matter, the medical treatment process information, and the medical waste information corresponding to each medical treatment process information, determine the medical recovery strategy corresponding to each medical matter.

[0040] After obtaining the medical type information, the recovery time in the recovery element information corresponding to each medical matter can be determined according to the medical type information of each medical matter. Different medical matters have different levels of urgency for the corresponding recovery times. Then, the medical waste of the medical matters can be recycled in a timely manner according to the recovery time.

[0041] Exemplarily, the medical waste in the preoperative preparation process, the intraoperative operation process, and the postoperative treatment process corresponding to surgery needs to be recycled in a timely manner, and the recovery time can be relatively short to avoid secondary transmission.

[0042] Exemplarily, when recycling medical waste in the sampling process, the detection process, and the result analysis process corresponding to the medical type information being medical examinations, the possibility of secondary transmission of the medical waste of medical examinations is relatively low, and the recovery time can be relatively long to make reasonable use of the medical waste recycling resources.

[0043] After obtaining the medical type information, medical treatment process information, and medical waste information corresponding to each medical treatment process information, the medical recovery strategy corresponding to each medical matter can be determined according to the medical type information, medical treatment process information, and medical waste information corresponding to each medical treatment process information of each medical matter. Furthermore, the medical waste of each medical matter can be recovered through a reasonable medical recovery strategy.

[0044] Exemplarily, when determining the medical recovery strategy corresponding to each medical matter according to the medical type information, medical treatment process information, and medical waste information corresponding to each medical treatment process information, the medical recovery strategy can be determined by matching in the medical recovery strategy database.

[0045] Exemplarily, when determining the medical recovery strategy corresponding to each medical matter according to the medical type information, medical treatment process information, and medical waste information corresponding to each medical treatment process information, the medical recovery strategy can also be determined by a deep learning model.

[0046] S130. Cluster multiple medical matters according to the recovery time and medical recovery strategy to obtain multiple groups of medical matters. Add up the medical recovery strategies of multiple groups of medical matters respectively to obtain a centralized recovery strategy, and recover the medical waste of multiple medical matters respectively according to multiple centralized recovery strategies.

[0047] After obtaining the medical recovery strategies corresponding to multiple medical matters respectively, multiple medical matters can be clustered according to the recovery time and medical recovery strategy to obtain multiple groups of medical matters. Each group of medical matters can include the medical recovery strategies corresponding to multiple medical matters. The medical recovery strategy can include the recovery time and the specific content of the recovery strategy.

[0048] Exemplarily, the content of the recovery strategy can include the packaging materials and methods required for medical waste, the medical waste recovery transportation route, the emergency plan for the medical waste recovery process, and other contents.

[0049] Exemplarily, when clustering multiple medical matters according to the recovery time and medical recovery strategy, the K-Means algorithm can be used to cluster according to the recovery time and medical recovery strategy. When clustering, the recovery time and medical recovery strategy can be specifically vectorized, and then clustered according to the distance between the recovery time and medical recovery strategy.

[0050] Exemplarily, when clustering multiple medical matters according to the recovery time and medical recovery strategy, different weights can be assigned to the content of the recovery time and medical recovery strategy, and then multiple medical matters can be clustered according to the recovery time and medical recovery strategy.

[0051] After obtaining multiple groups of medical items, the medical recovery strategies of the multiple groups of medical items can be added separately to obtain a centralized recovery strategy. The centralized recovery strategy includes the aggregated recovery time and the content of the recovery strategy. Furthermore, the medical waste of multiple medical items can be recycled according to multiple centralized recovery strategies respectively, so as to improve the efficiency of recycling the medical waste of multiple medical items.

[0052] The beneficial effect of the above implementation method is that it can formulate a medical waste recovery strategy for the specific medical process and medical waste of a medical item, and cluster multiple medical items according to the recovery time and medical recovery strategy. Furthermore, the recovery strategy of medical waste is improved according to the centralized recovery strategy, and the recovery efficiency and accuracy of medical waste are improved.

[0053] In some implementation methods, in the above S120, according to the medical type information, medical treatment process information of each medical item and the medical waste information corresponding to each medical treatment process information, determine the medical recovery strategy corresponding to each medical item, including: in the medical process database, determine the missing medical treatment process information corresponding to the medical item according to the medical type information of each medical item, and determine the medical recovery strategy corresponding to each medical item according to the medical type information, medical treatment process information, medical waste information corresponding to each medical treatment process information and the missing medical treatment process information of each medical item.

[0054] When determining the medical recovery strategy, in the medical process database, the missing medical treatment process information corresponding to the medical item can be determined according to the medical type information of each medical item, and the missing medical treatment process information is the information of the medical treatment process missed by the medical item in the historical treatment process.

[0055] Exemplarily, the missing medical treatment process information corresponding to the medical item can be collected and recorded during each medical waste treatment process. By recording the missing medical treatment process information, the subsequent medical waste treatment process can be continuously optimized to improve the accuracy and efficiency of the medical waste treatment corresponding to the medical item.

[0056] After obtaining the missing medical treatment process information of each medical item, the medical recovery strategy corresponding to each medical item can be determined according to the medical type information, medical treatment process information, medical waste information corresponding to each medical treatment process information and the missing medical treatment process information of each medical item, realizing the optimization of the medical recovery strategy by combining the missing medical treatment process information in the historical recovery data.

[0057] The beneficial effect of the above implementation method is that the optimization of the medical recovery strategy by combining the missing medical treatment process information in the historical recovery data improves the accuracy and recovery efficiency of the medical waste recovery strategy.

[0058] Figure 2 This is a schematic flowchart of the second medical waste recycling management method based on recycling element analysis provided by the embodiments of the present application. As Figure 2 shown, the above method further includes S210 to S220, which will be specifically described below.

[0059] S210. Record the medical waste recycling records of each medical item, and determine the missing medical waste recycling information in the medical waste recycling strategy corresponding to each medical item in the medical waste recycling records. The missing medical waste recycling information corresponds to the missing medical waste recycling strategy, and record the missing medical waste recycling information corresponding to each medical item in the medical process database.

[0060] During the process of medical waste recycling, the medical waste recycling records of each medical item can be recorded. The medical waste recycling records are the records of the actual medical waste recycling process for each medical item. Each medical item also has a predetermined medical waste recycling strategy, which includes the medical waste that needs to be recycled determined in advance. Therefore, the records of the actual medical waste recycling process for each medical item can be compared with the predetermined medical waste recycling strategy, and then the missing medical waste recycling information in the medical waste recycling strategy corresponding to each medical item can be determined in the medical waste recycling records. The missing medical waste recycling information corresponds to the information of the missing medical waste.

[0061] After obtaining the missing medical waste recycling information corresponding to each medical item, the missing medical waste recycling information corresponding to each medical item can be recorded in the medical process database to facilitate subsequent querying of the missing medical waste recycling information corresponding to each medical item in the medical process database.

[0062] S220. Determine the medical waste recycling strategy corresponding to each medical item according to the medical type information, medical treatment process information, medical waste information corresponding to each medical treatment process information, missing medical treatment process information, and missing medical waste recycling information of each medical item.

[0063] After obtaining the missing medical waste recycling information of each medical item, the medical waste recycling strategy corresponding to each medical item can be further determined according to the medical type information, medical treatment process information, medical waste information corresponding to each medical treatment process information, missing medical treatment process information, and missing medical waste recycling information of each medical item, which can improve the accuracy and recycling efficiency of the medical waste recycling strategy according to the missing medical treatment process information and missing medical waste recycling information in the medical waste recycling of each medical item.

[0064] The beneficial effects of the above implementation method are that, based on the missing medical treatment process information and missing medical waste recycling information of each medical item during medical waste recycling, the accuracy and recycling efficiency of the medical waste recycling strategy are improved.

[0065] In some implementation methods, the above method further includes: clustering multiple medical items according to the recycling time, medical recycling strategy, missing medical treatment process information of the medical recycling strategy, and missing medical waste recycling information to obtain multiple medical item groups, adding the medical recycling strategies of the multiple medical item groups respectively to obtain a centralized recycling strategy, and adding the supplementary recycling strategies corresponding to the missing medical treatment process information and missing medical waste recycling information to the centralized recycling strategy, and recycling the medical waste of multiple medical items respectively according to the multiple centralized recycling strategies.

[0066] After obtaining the medical recycling strategy corresponding to the medical item by combining the missing medical treatment process information and missing medical waste recycling information, multiple medical items can be clustered according to the recycling time, medical recycling strategy, missing medical treatment process information of the medical recycling strategy, and missing medical waste recycling information to obtain multiple medical item groups. The multiple medical item groups have similar recycling time, medical recycling strategy, missing medical treatment process information of the medical recycling strategy, and missing medical waste recycling information. Furthermore, the recycling efficiency of medical waste can be improved according to the medical item groups.

[0067] After obtaining multiple medical item groups, the medical recycling strategies of the multiple medical item groups can be added respectively to obtain a centralized recycling strategy, realizing the summary of the medical recycling strategies of multiple medical items in each medical item group. Furthermore, the medical waste of multiple medical items in each medical item group can be recycled efficiently and centrally according to the centralized recycling strategy.

[0068] After obtaining the centralized recycling strategy, the supplementary recycling strategies corresponding to the missing medical treatment process information and missing medical waste recycling information can be added to the centralized recycling strategy, and the medical waste of multiple medical items can be recycled respectively according to the multiple centralized recycling strategies.

[0069] Exemplarily, the supplementary recycling strategy can be determined through the missing medical treatment process information and missing medical waste recycling information, and thus the recycling efficiency of the medical waste corresponding to the missing medical treatment process information and missing medical waste recycling information can be improved according to the supplementary recycling strategy.

[0070] The beneficial effects of the above implementation method are as follows: Multiple medical matters are clustered according to the recycling time, medical recycling strategy, information on the omitted medical treatment process of the medical recycling strategy, and information on the recycling of omitted medical waste, resulting in multiple groups of medical matters. The centralized recycling strategy obtained by summarizing the waste recycling strategies of multiple groups of medical matters can be used to efficiently and centrally recycle medical waste for multiple medical matters in each group of medical matters through the centralized recycling strategy, improving the recycling efficiency of medical waste.

[0071] The beneficial effects of the above implementation method are also as follows: By determining the supplementary recycling strategy based on the information on the omitted medical treatment process and the information on the recycling of omitted medical waste, the recycling efficiency of the medical waste corresponding to the information on the omitted medical treatment process and the information on the recycling of omitted medical waste can be further improved according to the supplementary recycling strategy.

[0072] Figure 3 As shown in the flowchart of the third medical waste recycling management method based on recycling element analysis provided by the embodiment of the present application, Figure 3 As shown, the above method further includes S310 to S320, which will be specifically described below.

[0073] S310. Determine the number of medical matters in each group of medical matters, and determine the ratio of the number of medical matters to the standard number of medical matters as the supplementary recycling adjustment factor.

[0074] After obtaining the groups of medical matters, the number of medical matters in each group of medical matters can be further determined, and the ratio of the number of medical matters to the standard number of medical matters is determined as the supplementary recycling adjustment factor. The supplementary recycling adjustment factor characterizes the magnitude of the number of medical matters in the group of medical matters.

[0075] Exemplarily, the standard number of medical matters can be preset according to empirical values.

[0076] Exemplarily, the supplementary recycling adjustment factor can be 0.7, 1.1, or 1.5.

[0077] S320. Multiply the number of recycling resources of the supplementary recycling strategy by the supplementary recycling adjustment factor to adjust the supplementary recycling strategy.

[0078] After obtaining the supplementary recycling adjustment factor, the number of recycling resources of the supplementary recycling strategy can be multiplied by the supplementary recycling adjustment factor, so that the supplementary recycling strategy can be adjusted according to the magnitude of the number of medical matters, enabling the number of recycling resources of the supplementary recycling strategy to adapt to the number of medical matters in the group of medical matters and ensuring the recycling effect of the medical waste in the group of medical matters.

[0079] Exemplarily, the recycling resources of the supplementary recycling strategy can be the packaging materials for medical waste recycling, the transportation capacity resources, and the number of recycling personnel.

[0080] The beneficial effect of the above implementation method is that the quantity of recycling resources of the supplementary recycling strategy can adapt to the quantity of medical items in the medical item group, and the recycling effect of medical waste in the medical item group can be guaranteed.

[0081] In some implementation methods, the above method further includes: when the quantity of medical items in the medical item group is greater than or equal to the preset quantity of medical items, splitting the multiple medical items in the medical item group according to the recycling resources corresponding to the missing medical treatment process information and the missing medical waste recycling information to obtain multiple medical item subgroups, and separately performing medical waste recycling on the multiple medical item subgroups.

[0082] When formulating a medical waste recycling strategy according to a medical item group, when the quantity of medical items in the medical item group is greater than or equal to the preset quantity of medical items, it indicates that the excessive quantity of medical items may cause untimely recycling of medical waste. Therefore, the multiple medical items in the medical item group can be split according to the recycling resources corresponding to the missing medical treatment process information and the missing medical waste recycling information to obtain multiple medical item subgroups. The quantity of medical items in the multiple medical item subgroups is reduced after splitting, so that the medical waste of the medical items in the medical item subgroups can be effectively recycled.

[0083] After obtaining the medical item subgroups, medical waste recycling can be separately performed on the multiple medical item subgroups.

[0084] Exemplarily, the preset quantity of medical items can be 20, 30, or 50.

[0085] The beneficial effect of the above implementation method is that when the excessive quantity of medical items may cause untimely recycling of medical waste, the multiple medical items in the medical item group are split according to the recycling resources corresponding to the missing medical treatment process information and the missing medical waste recycling information to obtain multiple medical item subgroups, so that the medical waste of the medical items in the medical item subgroups can be effectively recycled.

[0086] In some implementations, in the above method, splitting multiple medical matters in the medical matter group according to the recycling resources quantity corresponding to the missing medical treatment process information and the missing medical waste recycling information includes: clustering multiple medical matters in the medical matter group according to the missing medical treatment process information and the missing medical waste recycling information to obtain multiple sub-groups of missing medical matters, and arranging the multiple sub-groups of missing medical matters in ascending order of the recycling resources quantity corresponding to the missing medical treatment process information and the missing medical waste recycling information, as multiple sub-groups of missing medical matters arranged in descending order of recycling priority.

[0087] In the embodiments of the present application, when splitting multiple medical matters in the medical matter group, multiple medical matters in the medical matter group can be clustered according to the missing medical treatment process information and the missing medical waste recycling information to obtain multiple sub-groups of missing medical matters, so that the medical waste of the medical matters in the sub-group of medical matters can be effectively recycled.

[0088] Since multiple medical matters are clustered according to the missing medical treatment process information and the missing medical waste recycling information to obtain sub-groups of missing medical matters, each sub-group of missing medical matters has similarity in the missing medical treatment process information and the missing medical waste recycling information. Furthermore, the medical waste of the medical matters in the sub-group of missing medical matters can be recycled according to the missing medical treatment process information and the missing medical waste recycling information, so that the medical matters with missing medical treatment process and missing medical waste can be centrally recycled and processed, and the medical waste of the medical matters without missing medical treatment process and missing medical waste can also be centrally recycled and processed, which can improve the recycling efficiency of medical waste.

[0089] When recycling medical waste for multiple sub-groups of missing medical matters, the multiple sub-groups of missing medical matters can be arranged in ascending order of the recycling resources quantity corresponding to the missing medical treatment process information and the missing medical waste recycling information, as multiple sub-groups of missing medical matters arranged in descending order of recycling priority, so as to realize the arrangement of the priorities of multiple sub-groups of missing medical matters.

[0090] The beneficial effect of the above implementation is that the medical matters with missing medical treatment process and missing medical waste can be centrally recycled and processed, and the medical waste of the medical matters without missing medical treatment process and missing medical waste can also be centrally recycled and processed, which can improve the recycling efficiency of medical waste.

[0091] The beneficial effect of the above implementation method is also that multiple subgroups of missing medical items are arranged in ascending order of the corresponding recovery resource quantities according to the missing medical treatment process information and the missing medical waste recycling information, and are used as multiple subgroups of missing medical items arranged in descending order of recycling priority, realizing the arrangement of the priorities of multiple subgroups of missing medical items, which is convenient for subsequent efficient recycling of medical waste according to the recovery resource quantity.

[0092] In some implementation methods, the above method further includes: recycling medical waste for multiple subgroups of missing medical items in descending order.

[0093] After obtaining multiple subgroups of missing medical items arranged in descending order of recycling priority, medical waste can be recycled for multiple subgroups of missing medical items in descending order. As known from the above method, among multiple subgroups of missing medical items arranged in descending order of recycling priority, the corresponding recovery resource quantities of the missing medical treatment process information and the missing medical waste recycling information are arranged in ascending order, so that the subgroups of missing medical items with less recovery resource quantities required for the missing medical treatment process and the missing medical waste are recycled for medical waste first, and at the same time, the subgroups of missing medical items with more recovery resource quantities required for the missing medical treatment process and the missing medical waste are arranged in a later order for medical waste recycling, improving the efficiency of medical waste recycling.

[0094] The beneficial effect of the above implementation method is that the subgroups of missing medical items with less recovery resource quantities required for the missing medical treatment process and the missing medical waste are recycled for medical waste first, and at the same time, the subgroups of missing medical items with more recovery resource quantities required for the missing medical treatment process and the missing medical waste are arranged in a later order for medical waste recycling, improving the efficiency of medical waste recycling.

[0095] In some implementation methods, the above method further includes: determining the difference between the earliest recovery time and the latest recovery time of multiple subgroups of missing medical items as the recovery time span value; when the recovery time span value is greater than the preset recovery time span value, dividing the multiple subgroups of missing medical items into multiple synchronized subgroups of missing medical items for synchronized medical waste recycling, and performing synchronized medical waste recycling on the multiple synchronized subgroups of missing medical items.

[0096] When recycling medical waste for multiple subgroups of missing medical items, the difference between the earliest recovery time and the latest recovery time of multiple subgroups of missing medical items can be determined as the recovery time span value, and the recovery time span value represents the duration of the subgroups of missing medical items in terms of recovery time.

[0097] After obtaining the recovery time span values of multiple subgroups of missing medical items, when the recovery time span value is greater than the preset recovery time span value, it indicates that the duration of multiple subgroups of missing medical items is too long, which may lead to the possible non - timely recovery of medical waste in the subgroups of missing medical items, increasing the possibility of secondary transmission. Furthermore, multiple subgroups of missing medical items can be divided into multiple synchronous missing medical item subgroups for synchronous medical waste recovery, and synchronous medical waste recovery is performed on multiple synchronous missing medical item subgroups, achieving efficient recovery of medical waste from subgroups of missing medical items.

[0098] The beneficial effect of the above - mentioned implementation method is that when the recovery time span value is greater than the preset recovery time span value, it indicates that the duration of multiple subgroups of missing medical items is too long. Multiple subgroups of missing medical items are divided into multiple synchronous missing medical item subgroups for synchronous medical waste recovery, and synchronous medical waste recovery is performed on multiple synchronous missing medical item subgroups, achieving efficient recovery of medical waste from subgroups of missing medical items and being able to avoid secondary transmission of medical waste.

[0099] The embodiment of the present application also provides a medical waste recovery management system based on recovery factor analysis, including a unit for executing the method described in any one of the above.

[0100] Figure 4 It is a schematic logical structure diagram of a medical waste recovery management system based on recovery factor analysis provided by an embodiment of the present application. As Figure 4 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 - mentioned method. The beneficial effects of the embodiment of the present application have been described in the above - mentioned method and will not be elaborated here.

[0101] It should be noted that for the information interaction, execution process, etc. between the above - mentioned devices / units, since they are based on the same concept as the method embodiment of the present application, their specific functions and the technical effects brought can be specifically referred to in the method embodiment part and will not be elaborated here.

[0102] Those skilled in the art can clearly understand that, for the convenience and conciseness of description, only the above-mentioned division of each functional unit and module is used as an example. In actual applications, the above functions can be allocated to different functional units and modules according to needs, 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. Each functional unit and module in the embodiments can be integrated into a processing unit, or each unit can exist physically alone, or two or more units can be integrated into one unit. The above integrated unit can be implemented in the form of hardware or in the form of a software functional unit. In addition, the specific names of each functional unit and module are only for the convenience of mutual distinction and do not limit the protection scope of this application. The specific working processes of the units and modules in the above system can refer to the corresponding processes in the foregoing method embodiments and will not be elaborated herein.

[0103] An embodiment of this application also provides a computer-readable storage medium. The computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the steps in the foregoing method embodiments can be implemented.

[0104] An embodiment of this application provides a computer program product. When the computer program product runs on a mobile terminal, the mobile terminal can implement the steps in the foregoing method embodiments when executed.

[0105] If the above 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 such an understanding, to implement all or part of the processes in the above method embodiments of this application, a computer program can be used to instruct relevant hardware to complete. The computer program can be stored in a computer-readable storage medium. When the computer program is executed by a processor, the steps in the foregoing method embodiments can be implemented. Among them, the computer program includes computer program code, and the computer program code can be in the form of source code, object code, executable file or some intermediate form, etc. The computer-readable medium can at least include: any entity or device, recording medium, computer memory, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), electrical carrier signal, telecommunication signal, and software distribution medium that can carry the computer program code to the photographing device / terminal device. For example, a USB flash drive, a mobile hard disk, a magnetic disk or an optical disc, etc. In some jurisdictions, according to legislation and patent practice, the computer-readable medium cannot be an electrical carrier signal and a telecommunication signal.

[0106] In the above embodiments, the descriptions of the various embodiments each have their own emphasis. For parts not detailed or recorded in a certain embodiment, reference may be made to the relevant descriptions of other embodiments.

[0107] Those of ordinary skill in the art will realize that the units and algorithm steps of the examples described in connection with the embodiments disclosed herein can be implemented in electronic hardware, or in a combination of computer software and electronic hardware. Whether these functions are executed in hardware or software depends on the specific application and design constraints of the technical solution. A professional technician can use different methods to implement the described functions for each specific application, but such implementation should not be considered to exceed the scope of this application.

[0108] 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 illustrative. For example, the division of the modules or units is only a logical function division. In actual implementation, there may be other division methods. For example, 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 displayed or discussed couplings or direct couplings or communication connections to each other can be through some interfaces. The indirect couplings or communication connections of the devices or units can be in electrical, mechanical or other forms.

[0109] The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they can be located in one place, or distributed to multiple network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0110] The above-described embodiments are only used to illustrate the technical solutions of this application, and are not intended to limit them. Although this application has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that they can still modify the technical solutions recorded in the foregoing embodiments, or perform equivalent replacements for some of the technical features. These modifications or replacements do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of this application, and should all be included in the protection scope of this application.

Claims

1. A medical waste recycling management method based on recycling factor analysis, characterized in that: The method comprises: Respectively obtain medical type information of multiple medical matters, multiple medical treatment process information and medical waste information corresponding to each medical treatment process information; wherein the medical type information includes infectious waste information and pathological waste information; Determine the recycling time in the recycling element information corresponding to each medical matter based on the medical type information of each medical matter; and determine the medical recycling strategy corresponding to each medical matter based on the medical type information, medical treatment process information and medical waste information corresponding to each medical treatment process information; Clustering multiple medical items according to recycling time and medical recycling strategy to obtain multiple medical item groups, adding the medical recycling strategies of the multiple medical item groups to obtain a centralized recycling strategy, and recycling medical waste of multiple medical items according to the multiple centralized recycling strategies; According to the medical type information, medical treatment process information and medical waste information corresponding to each medical treatment process information of each medical matter, the medical recycling strategy corresponding to each medical matter is determined, including: In the medical process database, the missing medical processing process information corresponding to the medical matter is determined based on the medical type information of each medical matter, and the medical recycling strategy corresponding to each medical matter is determined based on the medical type information, medical processing process information, medical waste information corresponding to each medical processing process information, and the missing medical processing process information.

2. The method according to claim 1, characterized in that The method further comprises: Record the medical waste recycling records for each medical matter, and determine the missing medical waste recycling information in the medical recycling strategy corresponding to each medical matter in the medical waste recycling records, the missing medical waste recycling information corresponds to the missing medical waste recycling strategy, and record the missing medical waste recycling information corresponding to each medical matter in the medical process database; The medical recycling strategy corresponding to each medical matter is determined based on the medical type information, medical treatment process information, medical waste information corresponding to each medical treatment process information, missing medical treatment process information and missing medical waste recycling information of each medical matter.

3. The method according to claim 2, characterized in that The method further comprises: Multiple medical matters are clustered according to recovery time, medical recovery strategy, and the missing medical treatment process information and missing medical waste recovery information of the medical recovery strategy to obtain multiple medical matter groups. The medical recovery strategies of the multiple medical matter groups are added together to obtain a centralized recovery strategy. Supplementary recovery strategies corresponding to the missing medical treatment process information and missing medical waste recovery information are added to the centralized recovery strategy, and medical waste of multiple medical matters are recovered according to the multiple centralized recovery strategies.

4. The method according to claim 3, characterized in that The method further comprises: Determine the number of medical matters for each medical matter group and determine the ratio of the number of medical matters to the standard number of medical matters as the supplemental recovery adjustment factor; The amount of recycled resources of the supplemental recycling strategy is multiplied by the supplemental recycling adjustment factor to adjust the supplemental recycling strategy.

5. The method according to claim 4, characterized in that The method further comprises: When the number of medical matters in a medical matter group is greater than or equal to the preset number of medical matters, multiple medical matters in the medical matter group are split according to the number of recycling resources corresponding to the missing medical treatment process information and the missing medical waste recycling information to obtain multiple medical matter subgroups, and medical waste is recycled for each of the multiple medical matter subgroups.

6. The method according to claim 5, characterized in that Multiple medical items in the medical item group are split according to the number of recycling resources corresponding to the missing medical treatment process information and the missing medical waste recycling information, including: Multiple medical matters in the medical matter group are clustered according to the missing medical treatment process information and the missing medical waste recycling information to obtain multiple missing medical matter subgroups, and the multiple missing medical matter subgroups are arranged in order from low to high according to the number of recycling resources corresponding to the missing medical treatment process information and the missing medical waste recycling information, as multiple missing medical matter subgroups arranged in order from high to low recycling priority.

7. The method according to claim 6, characterized in that The method further comprises: Medical waste is recycled in the order of multiple missed medical matters subgroups from high to low.

8. The method according to claim 7, characterized in that The method further comprises: Determine the difference between the earliest recovery time and the latest recovery time of multiple omitted medical matter subgroups as the recovery time span value; when the recovery time span value is greater than the preset recovery time span value, divide the multiple omitted medical matter subgroups into multiple simultaneous omitted medical matter subgroups for simultaneous medical waste recovery, and perform simultaneous medical waste recovery on the multiple simultaneous omitted medical matter subgroups.

9. A medical waste recycling management system based on recycling factor analysis, characterized in that: Comprising means for performing the method according to any one of claims 1 to 8.

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