Medical waste recovery management method and system based on recovery element analysis

Abstract

The invention relates to the field of medical waste recovery management, and discloses a medical waste recovery management method and system based on recovery element analysis, and the method comprises the steps: obtaining the medical type information of a plurality of medical items, the information of a plurality of medical processing flows, and the medical waste information corresponding to each piece of medical processing flow information; according to the medical type information of each medical item, determining recovery time in the recovery element information corresponding to each medical item; determining a medical recovery strategy corresponding to each medical item according to the medical type information of each medical item, the medical processing flow information and the medical waste information corresponding to each medical processing flow information; and clustering the plurality of medical items according to the recovery time and the medical recovery strategy to obtain a plurality of medical item groups. According to the method, the medical waste recovery strategy can be formulated according to the specific medical process of the medical item and the medical waste, and the recovery efficiency and the recovery accuracy of the medical waste can be improved.

Description

Technical Field

[0001] The present application relates to the technical field of medical waste recycling management, and more specifically, to a medical waste recycling management method and system based on recycling factor 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, and ensuring compliance is a challenge for medical waste treatment. There are many types of medical waste, including infectious waste, pathological waste, chemical waste, pharmaceutical waste, etc., and the treatment requirements for each type of waste are different. 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. The current difficulty in medical waste treatment lies in how to accurately and quickly classify the waste, and quickly identify the properties of medical waste, and then efficiently treat the medical waste according to the type and properties of medical waste. At present, medical waste treatment technologies include incineration, high-pressure steam sterilization, chemical disinfection and other treatment methods.

[0003] Patent CN113657629B (application number: CN202110968834.1) provides a medical waste classification and recycling management method and system, wherein the method includes: receiving a collection request for collecting medical waste sent by a first terminal; obtaining waste information and recycling element information of medical waste; generating a collection and processing strategy based on the waste information and recycling element information, and sending the collection and processing strategy to a second terminal; receiving the information of collection completion sent by the second terminal, and generating a recycling and processing strategy based on the waste information. The medical waste classification and recycling management method in patent CN113657629B can obtain waste information and recycling element information of medical waste, and generate a collection and processing strategy and a recycling and processing strategy respectively. However, the method in patent CN113657629B requires filling in the waste information and recycling element information of medical waste on the first terminal, which makes the filling in of the waste information and recycling element information of medical waste more cumbersome, and it is difficult to quickly and accurately formulate treatment strategies for medical waste such as infectious waste, pathological waste, chemical waste, and drug waste. Summary of the invention

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

[0005] An embodiment of the present application provides a medical waste recycling management method based on recycling factor analysis, the method comprising: 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; according to the medical type information of each medical matter, determining the recycling time in the recycling factor 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, determining the medical recycling strategy corresponding to each medical matter; clustering multiple medical matters according to the recycling time and the medical recycling strategy to obtain multiple medical matter groups, adding the medical recycling strategies of the multiple medical matter groups respectively to obtain a centralized recycling strategy, and recycling the medical waste of the multiple medical matters according to the multiple centralized recycling strategies respectively.

[0006] In one possible implementation, a medical recycling strategy corresponding to each medical matter is determined based on the medical type information, medical treatment process information and medical waste information corresponding to each medical treatment process information, including: in a medical process database, determining the missing medical treatment process information corresponding to the medical matter based on the medical type information of each medical matter, and determining the medical recycling strategy corresponding to each medical matter based on 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.

[0007] In another possible implementation, the method also 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 corresponds to the missing medical waste recycling strategy, and recording the missing medical waste recycling information corresponding to each medical matter in 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, missing medical treatment process information and missing medical waste recycling information of each medical matter.

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

[0009] In another possible implementation, the method also includes: determining the number of medical matters in each medical matter group, and determining the ratio of the number of medical matters to the standard number of medical matters as a supplementary recovery adjustment factor; multiplying the number of recovery resources of the supplementary recovery strategy by the supplementary recovery adjustment factor to adjust the supplementary recovery strategy.

[0010] In another possible implementation, the method also includes: when the number of medical matters in a medical matter group is greater than or equal to a 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.

[0011] In another possible implementation, 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, including: clustering the 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 missing medical matter subgroups, and arranging the multiple missing medical matter subgroups 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 with respect to recycling priority.

[0012] In another possible implementation, the method further includes: recycling medical waste from multiple omitted medical matter subgroups in order from high to low.

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

[0014] An embodiment of the present application also provides a medical waste recycling management system based on recycling factor analysis, including a unit for executing any of the methods described above.

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

[0017] Compared with the prior art, the embodiments of the present invention have the following beneficial effects: The embodiment of the present application provides a medical waste recycling management method based on recycling factor analysis, and the method includes: obtaining medical type information of multiple medical matters, multiple medical treatment process information, and medical waste information corresponding to each medical treatment process information respectively; wherein the medical type information includes infectious waste information and pathological waste information; according to the medical type information of each medical matter, determining the recycling time in the recycling factor 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, determining the medical recycling strategy corresponding to each medical matter; clustering multiple medical matters according to the recycling time and the medical recycling strategy to obtain multiple medical matter groups, adding the medical recycling strategies of the multiple medical matter groups to obtain the centralized recycling strategy, and recycling the medical waste of the multiple medical matters according to the multiple centralized recycling strategies. The medical waste recycling management method based on recycling factor 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 the medical recycling strategy, and then improving the recycling strategy of medical waste according to the centralized recycling strategy, the recycling efficiency and recycling accuracy of medical waste are improved. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative labor.

[0019] Figure 1 A schematic diagram of a process flow of a first medical waste recycling management method based on recycling factor analysis provided in an embodiment of the present application; Figure 2 A flow chart of a second medical waste recycling management method based on recycling factor analysis provided in an embodiment of the present application; Figure 3 A schematic flow chart of a third medical waste recycling management method based on recycling factor analysis provided in an embodiment of the present application; Figure 4 A schematic diagram of the logical structure of a medical waste recycling management system based on recycling factor analysis provided in an embodiment of the present application. DETAILED DESCRIPTION

[0020] It should be understood that when used in the present specification and the appended claims, the term "comprising" indicates the presence of 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 combinations thereof.

[0021] It should also be understood that the term “and / or” used in the specification and appended claims refers to any and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0022] As used in the specification and appended claims of this application, the term "if" can be interpreted as "when" or "uponce" or "in response to determining" or "in response to detecting", depending on the context. Similarly, the phrase "if it is determined" or "if [described condition or event] is detected" can be interpreted as meaning "uponce it is determined" or "in response to determining" or "uponce [described condition or event] is detected" or "in response to detecting [described condition or event]", depending on the context.

[0023] 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.

[0024] References to "one embodiment" or "some embodiments" etc. described in the specification of this application mean that one or more embodiments of the present application include specific features, structures or characteristics described in conjunction with the embodiment. Therefore, the statements "in one embodiment", "in some embodiments", "in some other embodiments", "in some other embodiments", etc. that appear in different places in this specification do not necessarily refer to the same embodiment, but mean "one or more but not all embodiments", unless otherwise specifically emphasized in other ways. The terms "including", "comprising", "having" and their variations all mean "including but not limited to", unless otherwise specifically emphasized in other ways.

[0025] 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, which makes the filling process of the waste information and recycling element information of medical waste rather cumbersome, 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.

[0026] Based on the above reasons, the embodiment of the present application provides a medical waste recycling management method based on recycling factor analysis, the method comprising: 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; according to the medical type information of each medical matter, determining the recycling time in the recycling factor 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, determining the medical recycling strategy corresponding to each medical matter; 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 the multiple medical matter groups to obtain the centralized recycling strategy, and recycling the medical waste of multiple medical matters according to the multiple centralized recycling strategies. The medical waste recycling management method based on recycling factor 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 recycling strategy of medical waste according to the centralized recycling strategy, the recycling efficiency and recycling accuracy of medical waste are improved.

[0027] In some scenarios, a medical waste recycling management method based on recycling factor analysis of an embodiment of the present application can be applied to medical waste recycling in institutions such as hospitals, biological laboratories, grassroots clinics and testing centers, and can improve the recycling efficiency and recycling accuracy of medical waste.

[0028] The following is a detailed description of a medical waste recycling management method based on recycling factor analysis provided in an embodiment of the present application with reference to specific examples.

[0029] Figure 1 The flowchart of the first medical waste recycling management method based on recycling factor analysis provided in the embodiment of the present application is as follows: Figure 1 As shown, the method includes S110 to S130, and S110 to S130 are described in detail below.

[0030] S110, respectively obtaining medical type information of a plurality of medical matters, a plurality of 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.

[0031] In an embodiment of the present application, medical type information of multiple medical matters, multiple medical treatment process information and medical waste information corresponding to each medical treatment process information can be obtained respectively, and then the efficiency of recycling medical waste of medical matters can be determined based on the medical type information of the medical matters, multiple medical treatment process information and medical waste information corresponding to each medical treatment process information.

[0032] When working, the medical type information is the specific medical type of the medical matter. For example, the medical type information may include medical procedures such as surgery, medical testing, and infusion.

[0033] Exemplarily, the medical treatment process information may include the preoperative preparation process, intraoperative operation process and postoperative treatment process corresponding to the medical type information being surgery; the medical treatment process information may also include the sampling process, testing process and result analysis process corresponding to the medical type information being medical examination; the medical treatment process information may also include the drug configuration process, infusion operation process and post-infusion care process of the infusion therapy corresponding to the medical type information being infusion.

[0034] Exemplarily, the medical waste information corresponding to each medical treatment process information may include the processes of medical waste generation in the preoperative preparation process, the intraoperative operation process, and the postoperative treatment process.

[0035] S120: Determine the recycling time in the recycling element information corresponding to each medical matter according to the medical type information of each medical matter, and determine 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.

[0036] After obtaining the medical type information, the recycling time in the recycling element information corresponding to each medical matter can be determined based on the medical type information of each medical matter. The recycling times corresponding to different medical matters have different urgency levels, and the medical waste of the medical matters can be recycled in time according to the recycling time.

[0037] For example, medical waste from the preoperative preparation process, intraoperative operation process and postoperative treatment process corresponding to the operation needs to be recycled in a timely manner, and the recycling time can be short to avoid secondary transmission.

[0038] For example, when medical waste is recycled through the sampling process, testing process and result analysis process corresponding to medical testing when the medical type information is medical testing, the possibility of secondary transmission of medical waste from medical testing is low and the recycling time can be longer to rationally utilize medical waste recycling resources.

[0039] After obtaining the medical type information, medical treatment process information and the medical waste information corresponding to each medical treatment process information, the medical recycling strategy corresponding to each medical matter can be determined based on the medical type information, medical treatment process information and the medical waste information corresponding to each medical treatment process information, and then the medical waste of each medical matter can be recycled through a reasonable medical recycling strategy.

[0040] Exemplarily, when determining the medical recycling strategy corresponding to each medical matter based on the medical type information, the medical treatment process information and the medical waste information corresponding to each medical treatment process information, the medical recycling strategy can be matched and determined in the medical recycling strategy database.

[0041] Exemplarily, when determining the medical recycling strategy corresponding to each medical matter based on the medical type information, the medical treatment process information and the medical waste information corresponding to each medical treatment process information, the medical recycling strategy can also be determined through a deep learning model.

[0042] S130. Cluster multiple medical matters according to recycling time and medical recycling strategy to obtain multiple medical matter groups, add up the medical recycling strategies of the multiple medical matter groups to obtain a centralized recycling strategy, and recycle medical waste of the multiple medical matters according to the multiple centralized recycling strategies.

[0043] After obtaining the medical recovery strategies corresponding to multiple medical matters, the multiple medical matters can be clustered according to the recovery time and the medical recovery strategy to obtain multiple medical matter groups. Each medical matter group may include the medical recovery strategies corresponding to the multiple medical matters. The medical recovery strategy may include the specific content of the recovery time and the recovery strategy.

[0044] Exemplarily, the content of the recycling strategy may include the packaging materials and methods required for medical waste, the medical waste recycling transportation routes, the emergency plan for the medical waste recycling process, etc.

[0045] For example, 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 the medical recovery strategy.

[0046] For example, when multiple medical matters are clustered according to the recovery time and the medical recovery strategy, different weights can be assigned to the contents of the recovery time and the medical recovery strategy, and then multiple medical matters can be clustered according to the recovery time and the medical recovery strategy.

[0047] After obtaining multiple medical matter groups, the medical recycling strategies of the multiple medical matter groups can be added together to obtain a centralized recycling strategy. The centralized recycling strategy includes the summarized recycling time and the content of the recycling strategy. Then, the medical waste of multiple medical matters can be recycled according to the multiple centralized recycling strategies to improve the efficiency of recycling medical waste of multiple medical matters.

[0048] The beneficial effect of the above-mentioned implementation method is that it can formulate medical waste recycling strategies based on the specific medical processes and medical waste of medical matters, and by clustering multiple medical matters according to recycling time and medical recycling strategies, and then improving the medical waste recycling strategy according to the centralized recycling strategy, the recycling efficiency and accuracy of medical waste are improved.

[0049] In some implementations, in the above-mentioned S120, a medical recycling strategy corresponding to each medical matter is determined based on the medical type information, medical treatment process information and medical waste information corresponding to each medical treatment process information of each medical matter, including: in a medical process database, the missing medical treatment 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 treatment process information of each medical matter, medical waste information corresponding to each medical treatment process information and the missing medical treatment process information.

[0050] When determining the medical recovery strategy, the missing medical processing process information corresponding to the medical matter can be determined in the medical process database based on the medical type information of each medical matter. The missing medical processing process information is the information of the medical processing process omitted in the historical processing of the medical matter.

[0051] Exemplarily, the omitted medical treatment process information corresponding to the medical matters may be collected and recorded during each medical waste treatment process. By recording the omitted medical treatment process information, the subsequent medical waste treatment processes can be continuously optimized to improve the accuracy and efficiency of medical waste treatment corresponding to the medical matters.

[0052] After obtaining the missing medical treatment process information of each medical matter, the medical recovery strategy corresponding to each medical matter can be determined based on 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, thereby optimizing the medical recovery strategy by combining the missing medical treatment process information in the historical recovery data.

[0053] The beneficial effect of the above implementation method is that the medical recycling strategy is optimized by combining the missing medical treatment process information in the historical recycling data, thereby improving the accuracy and recycling efficiency of the medical waste recycling strategy.

[0054] Figure 2 A flow chart of a second medical waste recycling management method based on recycling factor analysis provided in an embodiment of the present application is shown in FIG. Figure 2 As shown, the above method further includes S210 to S220, and S210 to S220 are described in detail below.

[0055] S210. 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 the missing medical waste recycling information corresponding to each medical matter is recorded in the medical process database.

[0056] During the process of medical waste recycling, the medical waste recycling record of each medical matter can be recorded. The medical waste recycling record is a record of the medical waste recycling process actually carried out for each medical matter. Each medical matter also has a predetermined medical waste recycling strategy. The predetermined medical waste recycling strategy includes predetermined medical waste that needs to be recycled. Then, the record of the medical waste recycling process actually carried out for each medical matter can be compared with the predetermined medical waste recycling strategy. Then, the missing medical waste recycling information in the medical recycling strategy corresponding to each medical matter can be determined in the medical waste recycling record. The missing medical waste recycling information corresponds to the information of the missing medical waste.

[0057] After obtaining the missing medical waste recycling information corresponding to each medical matter, the missing medical waste recycling information corresponding to each medical matter can be recorded in the medical process database to facilitate subsequent query of the missing medical waste recycling information corresponding to each medical matter in the medical process database.

[0058] S220. Determine the medical recycling strategy corresponding to each medical matter 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.

[0059] After obtaining the missing medical waste recycling information of each medical matter, the medical recycling strategy corresponding to each medical matter can be further 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. The accuracy and recycling efficiency of the medical waste recycling strategy can be improved based on the missing medical treatment process information and missing medical waste recycling information during medical waste recycling of each medical matter.

[0060] The beneficial effect of the above implementation method is that the accuracy and recycling efficiency of the medical waste recycling strategy are improved according to the omitted medical treatment process information and omitted medical waste recycling information of each medical matter in the medical waste recycling.

[0061] In some implementations, the method further includes: clustering multiple medical matters 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, adding the medical recovery strategies of the multiple medical matter groups to obtain a centralized recovery strategy, and adding supplementary recovery strategies corresponding to the missing medical treatment process information and missing medical waste recovery information to the centralized recovery strategy, and recycling the medical waste of multiple medical matters according to the multiple centralized recovery strategies.

[0062] After obtaining the medical recycling strategy corresponding to the medical matter by combining the missing medical treatment process information and the missing medical waste recycling information, multiple medical matters can be clustered according to the recycling time, medical recycling strategy, and the missing medical treatment process information and the missing medical waste recycling information of the medical recycling strategy to obtain multiple medical matter groups. The multiple medical matter groups have similar recycling time, medical recycling strategy, and the missing medical treatment process information and the missing medical waste recycling information of the medical recycling strategy, and thus the recycling efficiency of medical waste can be improved according to the medical matter groups.

[0063] After obtaining multiple medical matter groups, the medical recycling strategies of the multiple medical matter groups can be added together to obtain a centralized recycling strategy, thereby realizing the aggregation of the medical recycling strategies of multiple medical matters in each medical matter group. Then, the medical waste of multiple medical matters in each medical matter group can be efficiently and centrally recycled according to the centralized recycling strategy.

[0064] After obtaining the centralized recycling strategy, supplementary recycling strategies corresponding to the missing medical treatment process information and the missing medical waste recycling information can be added to the centralized recycling strategy, and medical waste from multiple medical matters can be recycled according to multiple centralized recycling strategies.

[0065] Exemplarily, the supplementary recycling strategy can be determined by the missing medical treatment process information and the missing medical waste recycling information, and then the recycling efficiency of the medical waste corresponding to the missing medical treatment process information and the missing medical waste recycling information can be improved according to the supplementary recycling strategy.

[0066] The beneficial effect of the above-mentioned implementation method is that multiple medical matters are clustered according to the recovery time, medical recovery strategy and the omitted medical treatment process information and omitted medical waste recovery information of the medical recovery strategy to obtain multiple medical matter groups, and the centralized recovery strategy obtained by summarizing the waste recovery strategies of multiple medical matter groups can be used to efficiently and centrally recover medical waste from multiple medical matters in each medical matter group, thereby improving the recovery efficiency of medical waste.

[0067] The beneficial effect of the above-mentioned implementation method is that a supplementary recycling strategy is determined by missing medical treatment process information and missing medical waste recycling information, and then the recycling efficiency of 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.

[0068] Figure 3 A flow chart of a third medical waste recycling management method based on recycling factor analysis provided in an embodiment of the present application is as follows: Figure 3 As shown, the above method also includes S310 to S320, and S310 to S320 are described in detail below.

[0069] S310. Determine the number of medical matters in each medical matter group, and determine the ratio of the number of medical matters to the standard number of medical matters as a supplementary recovery adjustment factor.

[0070] After obtaining the medical matter groups, the number of medical matters in each medical matter group can be further determined, and the ratio of the number of medical matters to the standard number of medical matters can be determined as a supplementary recovery adjustment factor. The supplementary recovery adjustment factor characterizes the size of the number of medical matters in the medical matter group.

[0071] Exemplarily, the standard number of medical matters may be preset based on experience.

[0072] Illustratively, the supplemental recovery adjustment factor may be 0.7, 1.1, or 1.5.

[0073] S320: Multiply the amount of recycled resources of the supplementary recycling strategy by the supplementary recycling adjustment factor to adjust the supplementary recycling strategy.

[0074] After obtaining the supplementary recycling adjustment factor, the number of recycled resources of the supplementary recycling strategy can be multiplied by the supplementary recycling adjustment factor, and then the supplementary recycling strategy can be adjusted according to the size of the number of medical matters, so that the number of recycled resources of the supplementary recycling strategy can adapt to the number of medical matters in the medical matter group, and can ensure the recycling effect of medical waste in the medical matter group.

[0075] Exemplarily, the recycling resources that supplement the recycling strategy may be packaging materials for recycling medical waste, transportation capacity resources, and the number of recycling personnel.

[0076] The beneficial effect of the above implementation method is that the number of recycling resources of the supplementary recycling strategy can adapt to the number of medical matters in the medical matter group, and the recycling effect of medical waste in the medical matter group can be guaranteed.

[0077] In some implementations, the above method also includes: when the number of medical matters in a medical matter group is greater than or equal to a 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 separately for the multiple medical matter subgroups.

[0078] When formulating a medical waste recycling strategy according to the medical matter group, when the number of medical matters in the medical matter group is greater than or equal to the preset number of medical matters, it means that the number of medical matters is too large, which may cause the medical waste to be recycled untimely. Then, the multiple medical matters in the medical matter group can be 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 sub-groups. The number of medical matters in the multiple medical matter sub-groups is reduced after splitting, so that the medical waste of the medical matters in the medical matter sub-groups can be effectively recycled.

[0079] After obtaining the medical matter subgroups, medical waste recycling can be carried out separately for each of the multiple medical matter subgroups.

[0080] Exemplarily, the preset number of medical matters may be 20, 30 or 50.

[0081] The beneficial effect of the above-mentioned implementation method is that when the number of medical matters is too large and may cause untimely recycling of medical waste, 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 sub-groups, so that the medical waste of the medical matters in the medical matter sub-groups can be effectively recycled.

[0082] In some implementations, in the above method, multiple medical matters in the medical matter group are split according to the number of recycled resources corresponding to the missing medical treatment process information and the missing medical waste recycling information, including: clustering the 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 missing medical matter subgroups, and arranging the multiple missing medical matter subgroups in order from low to high according to the number of recycled 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 with respect to recycling priority.

[0083] In an embodiment of the present application, when multiple medical matters in a medical matter group are split, the 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 missing medical matter subgroups, thereby enabling the medical waste of the medical matters in the medical matter subgroups to be effectively recycled.

[0084] Since multiple medical matters are clustered according to the missing medical treatment process information and the missing medical waste recovery information to obtain missing medical matter subgroups, each missing medical matter subgroup has similarities in the missing medical treatment process information and the missing medical waste recovery information, and thus the medical matters in the missing medical matter subgroups can be recycled according to the missing medical treatment process information and the missing medical waste recovery information, so that medical matters with missing medical treatment processes and missing medical waste can be recycled and processed in a centralized manner, and medical waste of medical matters without missing medical treatment processes and missing medical waste can also be recycled and processed in a centralized manner, which can improve the recycling efficiency of medical waste.

[0085] When medical waste is recycled for multiple missing medical matter subgroups, the multiple missing medical matter subgroups can be arranged in order from low to high according to the number of recycled resources corresponding to the missing medical treatment process information and the missing medical waste recycling information, and the multiple missing medical matter subgroups are arranged in order from high to low in terms of recycling priority, thereby realizing the arrangement of the priorities of the multiple missing medical matter subgroups.

[0086] The beneficial effect of the above-mentioned implementation method is that medical matters with omitted medical treatment procedures and omitted medical waste can be centrally recycled and processed, and medical waste of medical matters without omitted medical treatment procedures and omitted medical waste can also be recycled and processed, which can improve the recycling efficiency of medical waste.

[0087] The beneficial effect of the above-mentioned implementation method is that multiple omitted medical matter subgroups are arranged in order from low to high according to the number of recycled resources corresponding to the omitted medical treatment process information and the omitted medical waste recycling information, and multiple omitted medical matter subgroups are arranged in order from high to low in terms of recycling priority, thereby realizing the arrangement of the priorities of multiple omitted medical matter subgroups, which facilitates the subsequent efficient recycling of medical waste according to the number of recycled resources.

[0088] In some implementations, the above method further includes: recycling medical waste from multiple missed medical matter subgroups in order from high to low.

[0089] After obtaining multiple missing medical matter subgroups arranged in descending order of recycling priority, medical waste can be recycled for the multiple missing medical matter subgroups in order of high to low. Through the above method, it can be known that, among the multiple missing medical matter subgroups arranged in descending order of recycling priority, the number of recycling resources corresponding to the missing medical treatment process information and the missing medical waste recycling information are arranged in order from low to high, so that the missing medical matter subgroups with missing medical treatment processes and missing medical waste requiring a smaller number of recycling resources are given priority for medical waste recycling, and at the same time, the missing medical matter subgroups with missing medical treatment processes and missing medical waste requiring a larger number of recycling resources are arranged in a later order for medical waste recycling, thereby improving the efficiency of medical waste recycling.

[0090] The beneficial effect of the above-mentioned implementation method is that the subgroups of missed medical matters with omitted medical treatment procedures and omitted medical waste requiring a small number of recycling resources are given priority for medical waste recycling, while the subgroups of missed medical matters with omitted medical treatment procedures and omitted medical waste requiring a large number of recycling resources are arranged at a later time for medical waste recycling, thereby improving the efficiency of medical waste recycling.

[0091] In some implementations, the above method also includes: determining 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, dividing the multiple omitted medical matter subgroups into multiple synchronous omitted medical matter subgroups for synchronously performing medical waste recovery, and performing synchronous medical waste recovery on the multiple synchronous omitted medical matter subgroups.

[0092] When medical waste is recycled for multiple omitted medical matter subgroups, the difference between the earliest recycling time and the latest recycling time of the multiple omitted medical matter subgroups can be determined as the recycling time span value, which represents the duration of the omitted medical matter subgroups in recycling time.

[0093] After obtaining the recovery time span values ​​of multiple omitted medical matter subgroups, when the recovery time span value is greater than the preset recovery time span value, it means that the duration of the multiple omitted medical matter subgroups is too long, which may cause the omitted medical matter subgroups in the multiple omitted medical matter subgroups to have untimely recovery of medical waste, thereby increasing the possibility of secondary transmission. Furthermore, the multiple omitted medical matter subgroups can be divided into multiple synchronous omitted medical matter subgroups for synchronous medical waste recovery, and synchronous medical waste recovery can be performed on the multiple synchronous omitted medical matter subgroups, thereby achieving efficient recovery of medical waste of the omitted medical matter subgroups.

[0094] 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 means that the duration of multiple omitted medical matter subgroups is too long, and the multiple omitted medical matter subgroups are divided into multiple synchronous omitted medical matter subgroups for synchronous medical waste recycling, and synchronous medical waste recycling is performed on the multiple synchronous omitted medical matter subgroups, thereby achieving efficient recycling of medical waste from the omitted medical matter subgroups and avoiding secondary spread of medical waste.

[0095] An embodiment of the present application also provides a medical waste recycling management system based on recycling factor analysis, including a unit for executing any of the methods described above.

[0096] Figure 4 A logical structure diagram of a medical waste recycling management system based on recycling factor analysis provided in one embodiment of the present application is shown in FIG. Figure 4 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.

[0097] It should be noted that the information interaction, execution process, etc. between the above-mentioned devices / units are based on the same concept as the method embodiment of the present application. Their specific functions and technical effects can be found in the method embodiment part and will not be repeated here.

[0098] The technicians in the relevant field can clearly understand that for the convenience and simplicity of description, only the division of the above-mentioned functional units and modules is used as an example for illustration. In practical applications, the above-mentioned function allocation can be completed by different functional units and modules as needed, that is, the internal structure of the device can be divided into different functional units or modules to complete all or part of the functions described above. The functional units and modules in the embodiment can be integrated in a processing unit, or each unit can exist physically separately, or two or more units can be integrated in one unit. The above-mentioned integrated unit can be implemented in the form of hardware or in the form of software functional units. In addition, the specific names of the functional units and modules are only for the convenience of distinguishing each other, and are not used to limit the scope of protection of this application. The specific working process of the units and modules in the above-mentioned system can refer to the corresponding process in the aforementioned method embodiment, which will not be repeated here.

[0099] An embodiment of the present application further provides a computer-readable storage medium, wherein the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the steps in the above-mentioned method embodiments can be implemented.

[0100] An embodiment of the present 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 above-mentioned method embodiments when executing the computer program product.

[0101] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the present application implements all or part of the processes in the above-mentioned embodiment method, which can be completed by instructing the relevant hardware through a computer program. The computer program can be stored in a computer-readable storage medium, and the computer program can implement the steps of the above-mentioned various method embodiments when executed by the processor. Among them, the computer program includes computer program code, and the computer program code can be in source code form, object code form, executable file or some intermediate form. The computer-readable medium can at least include: any entity or device that can carry the computer program code to the camera / terminal device, recording medium, computer memory, read-only memory (ROM, Read-Only Memory), random access memory (RAM, RandomAccess Memory), electric carrier signal, telecommunication signal and software distribution medium. For example, a USB flash drive, a mobile hard disk, a magnetic disk or an optical disk. In some jurisdictions, according to legislation and patent practice, computer-readable media cannot be electric carrier signals and telecommunication signals.

[0102] In the above embodiments, the description of each embodiment has its own emphasis. For parts that are not described or recorded in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0103] Those of ordinary skill in the art will appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of this application.

[0104] In the embodiments provided in the present application, it should be understood that the disclosed devices and methods can be implemented in other ways. For example, the device embodiments described above are only schematic. For example, the division of the modules or units is only a logical function division. There may be other division methods in actual implementation, such as multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some interfaces, indirect coupling or communication connection of devices or units, which can be electrical, mechanical or other forms.

[0105] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0106] The embodiments described above are only used to illustrate the technical solutions of the present application, rather than to limit them. Although the present application has been described in detail with reference to the aforementioned embodiments, a person skilled in the art should understand that the technical solutions described in the aforementioned embodiments may still be modified, or some of the technical features may be replaced by equivalents. Such modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present application, and should all be included in the protection scope of the present application.

Claims

1. A medical 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; Multiple medical matters are clustered according to recycling time and medical recycling strategy to obtain multiple medical matter groups. The medical recycling strategies of the multiple medical matter groups are added together to obtain a centralized recycling strategy. Medical waste from multiple medical matters is recycled according to the multiple centralized recycling strategies.

2. The method according to claim 1, characterized in that 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.

3. The method according to claim 2, 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.

4. The method according to claim 3, 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.

5. The method according to claim 4, 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.

6. The method according to claim 5, 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.

7. The method according to claim 6, 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.

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

9. The method according to claim 8, 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.

10. 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 9.

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