High-value consumable management and control system based on smart operating room

Abstract

The invention relates to the technical field of intelligent management, and particularly discloses a high-value consumable management and control system based on an intelligent operating room, and the system comprises a mark tracking module which is used for obtaining consumable related data of high-value consumables based on a preset identification tag, carrying out the consumable integration, and obtaining a real-time consumable database of the intelligent operating room; the label setting module is used for analyzing the consumable types of the real-time consumable database so as to determine consumable use labels of the high-value consumables of each type; the personalized management and control module is used for determining a high-value consumable set of each operation in combination with patient characteristics and doctor preferences, adjusting consumable related data in real time based on the operation progress of the patient, and updating the consumable related data; the analysis and decision module is used for obtaining a consumable trend curve based on the consumable related data, performing consumable demand prediction and performing consumable inventory turnover; the method and the device are used for improving the use efficiency of high-value consumables of an intelligent operating room, improving the refined consumable management and control efficiency and optimizing cost control.

Description

Technical Field

[0001] The present invention relates to the field of intelligent management technology, and in particular to a high-value consumables management and control system based on a smart operating room. Background Art

[0002] In hospital operating rooms, high-value consumables are characterized by high value, a wide variety, and strict usage requirements. Traditional high-value consumable management relies primarily on manual record-keeping and manual operations, which presents numerous problems: inaccurate procurement and inventory management; difficulty in traceability; inefficient management; and cumbersome manual operation processes that consume significant manpower and time, reducing the overall operational efficiency of the operating room.

[0003] However, although existing technologies such as SPD systems and smart cabinets have partially solved the above problems, they have limitations such as incomplete application of UDI coding, insufficient data linkage with HIS systems, and inability to dynamically optimize inventory. There is a lack of a comprehensive and efficient method for the management and control of high-value consumables.

[0004] Therefore, the present invention proposes a high-value consumables management and control system based on a smart operating room. Summary of the Invention

[0005] The present invention provides a high-value consumables management and control system based on a smart operating room, which is used to obtain a real-time consumables database of the smart operating room by integrating relevant data of high-value consumables, and analyze and determine the consumables usage labels of high-value consumables in the real-time consumables database. The consumables data is updated in a timely manner in combination with patient characteristics and doctor preferences to ensure the smooth progress of the operation. At the same time, the consumables inventory turnover is carried out in combination with consumables trend curves and demand forecasts, realizing full-process traceability of consumables, dynamic inventory management and medical risk prevention and control, thereby improving the overall operation level and medical service quality of the smart operating room.

[0006] The present invention provides a high-value consumables management and control system based on a smart operating room, comprising: The tag tracking module is used to obtain the consumables-related data of each type of high-value consumables based on the preset identification tags, and conduct consumables integration to obtain the real-time consumables database of the smart operating room; A label setting module is used to analyze the consumable types in the real-time consumable database to determine the consumable usage label for each type of high-value consumable; The personalized management and control module is used to combine the patient characteristics of the target patient and the comprehensive doctor preferences of the doctor team performing the target patient's surgery to determine the set of high-value consumables for each patient's corresponding surgery. It also adjusts the consumable-related data in real time based on the patient's surgical progress and promptly updates the consumable-related data of the smart operating room; The analysis and decision-making module is used to obtain the consumable trend curve corresponding to each consumable type based on the consumable related data, so as to predict the consumable demand and perform consumable inventory turnover based on the consumable demand prediction results.

[0007] Preferably, the tag tracking module includes: An identification and marking unit, configured to identify and mark each high-value consumable in the smart operating room based on a preset identification tag, and obtain consumable identification data of each high-value consumable; The identification synthesis unit is used to classify the consumable identification data of each high-value consumable according to the consumable type, obtain the comprehensive consumable identification data of the high-value consumables of each consumable type, and synthesize them to obtain the real-time consumable database of the current smart operating room.

[0008] Preferably, the label setting module includes: an authority determination unit, configured to obtain consumable attributes of each type of high-value consumable in a real-time consumable database, and determine consumable authority for the corresponding consumable type based on the consumable attributes; A demand judgment unit, configured to judge the use approval requirement of high-value consumables of each consumable type based on the consumables authority, and use the use approval requirement as a first consumables use tag corresponding to the high-value consumables; a data extraction unit, configured to screen the consumables-related data based on the degree of influence of each sub-data on the surgery in the consumables-related data of high-value consumables, and extract the consumables-related data with high influence to obtain a key consumables-related data set; a label determination unit, configured to extract data from a key consumables-related data set as a second consumables usage label for a high-value consumable; The label integration unit is used to integrate the first consumable material usage label and the second consumable material usage label to obtain the consumable material usage label of the high-value consumable material.

[0009] Preferably, the demand judgment unit includes: The rule setting subunit is used to classify high-value consumables into different categories based on their comprehensive influencing factors, and to set corresponding approval authority rules for each high-value consumable category; The authority configuration subunit is used to associate approval authority rules with consumable attributes to form an authority configuration table for each high-value consumable; The authority corresponding sub-unit is used to extract the corresponding approval authority rules from the authority configuration table according to the consumable type of each high-value consumable; The label generation subunit is used to match the consumable type of the current high-value consumable with the approval authority rule, determine the use approval requirement of the current high-value consumable, and generate a corresponding first consumable use label according to the use approval requirement.

[0010] Preferably, the personalized management and control module includes: An initial determination unit is used to determine the patient's surgical type based on the patient characteristics of the target patient, and to combine the patient's surgical type with a preset machine learning algorithm to determine high-value consumables that match the target patient, thereby obtaining an initial set of high-value consumables; A surgery judgment unit is used to extract the historical surgery records of the doctor team who performed the surgery on the target patient based on the preset HIS system; The surgical analysis unit is used to obtain the degree of influence of the historical surgical conditions of each team member on the surgery of the corresponding team of doctors, and obtain the set of surgical influence degrees of the corresponding surgery of the target patient; An analysis and synthesis unit is used to combine the impact of each surgery in the surgical impact set with the corresponding team member's historical surgical situation to comprehensively obtain the doctor team's historical preferred surgical situation; a consumables optimization unit, configured to determine a standard physician preference of a corresponding physician team based on historical preferred surgical conditions, and optimize the initial high-value consumables set based on the standard physician preference to obtain a first high-value consumables set; The consumables integration unit is used to obtain the application and use rights of each high-value consumable in the first high-value consumables set, and determine whether the application rights of the corresponding doctor team can meet the application and use rights of the high-value consumables. If so, the first high-value consumables set is used as the comprehensive high-value consumables for the target patient; On the contrary, the consumables application is made based on the application and use authority of high-value consumables that is higher than the application authority of the corresponding doctor team, so as to obtain the comprehensive high-value consumables of the target patient based on the consumables application situation; Matching and use unit, used to match target patients with comprehensive high-value consumables, and prepare and use consumables based on the comprehensive high-value consumables; A progress comparison unit is used to monitor the surgical progress of the target patient in real time and compare the consumables usage corresponding to the real-time surgical progress with the preset standard progress-consumables usage; The comparison and update unit is used to adjust the consumables-related data in real time based on the comparison result, thereby updating the consumables-related data.

[0011] Preferably, the consumables integrated unit further includes: Determine the application plan for high-value consumables based on the application and use rights of high-value consumables that are higher than the application rights of the corresponding doctor team; Combine the high-value consumables application plan with the target patient's patient information to conduct comprehensive review of consumables applications; If the high-value consumables application plan meets the consumables application review conditions, the high-value consumables application plan will be approved and temporary authority will be granted to obtain comprehensive high-value consumables for the target patient; If the high-value consumables application plan does not meet the consumables application review conditions, a consumables replacement plan is determined based on the high-value consumables, and the comprehensive high-value consumables for the target patient are determined by combining the remaining high-value consumables in the first high-value consumables set except the high-value consumables application plan.

[0012] Preferably, the analysis and decision-making module includes: A curve generating unit, configured to obtain a consumable trend curve of high-value consumables of each consumable type based on consumables-related data of high-value consumables within a preset detection period; The consumables forecasting unit is used to analyze the consumables trend curve of each high-value consumable, so as to comprehensively forecast the consumables demand based on the combined analysis results of each curve; The forecasting and control unit is used to determine the consumables procurement strategy based on the consumables demand forecast results, and to perform consumables inventory turnover in combination with real-time high-value consumables inventory level parameters.

[0013] Preferably, the forecasting control unit includes: The strategy formulation sub-unit is used to determine the consumables procurement demand of each high-value consumable based on the consumables demand forecast results of high-value consumables, and comprehensively formulate the corresponding consumables procurement strategy for the smart operating room based on the consumables procurement demand of each high-value consumable; The parameter determination subunit is used to determine the consumable level parameters of each high-value consumable based on the consumable demand forecast results of each high-value consumable and the corresponding consumable procurement strategy, thereby obtaining a set of high-value consumable inventory level parameters for the smart operating room; A threshold determination subunit, configured to determine a high-value consumables inventory replenishment threshold for each high-value consumables in combination with a high-value consumables inventory level parameter set and a demand forecast result; The consumables replenishment subunit is used to determine whether the real-time inventory of each high-value consumable in the real-time consumables database is higher than the high-value consumables inventory replenishment threshold, and replenish consumables based on the real-time judgment result to achieve high-value consumables management and control; If the real-time inventory is higher than the high-value consumables inventory replenishment threshold, the corresponding high-value consumables will be replenished; Otherwise, there is no need to replenish the corresponding high-value consumables.

[0014] Compared with the existing technology, the beneficial effects of the present invention are as follows: by integrating the relevant data of high-value consumables, a real-time consumables database of the smart operating room is obtained, and the consumables usage labels of high-value consumables in the real-time consumables database are determined by analysis, and the consumables data is updated in time in combination with patient characteristics and doctor preferences to ensure the smooth progress of the operation. At the same time, the consumables inventory turnover is carried out in combination with consumables trend curves and demand forecasts, which can reduce costs and waste, and ensure the quality and stability of consumables, thereby improving the overall operation level and medical service quality of smart operating rooms. Through the deep integration of intelligent technologies, the present invention accelerates the application of artificial intelligence technology in the field of smart medical industry and promotes the intelligent transformation of the medical industry.

[0015] Other features and advantages of the present invention will be described in the following description, and in part will become apparent from the description, or will be understood by practicing the present invention. The purpose and other advantages of the present invention can be achieved and obtained through the structures specifically pointed out in this application document.

[0016] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings: Figure 1 This is a structural diagram of a high-value consumables management and control system based on a smart operating room in an embodiment of the present invention; Figure 2 This is a structural diagram of the analysis and decision-making module in an embodiment of the present invention. DETAILED DESCRIPTION

[0018] The preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention. Embodiment 1:

[0019] The present invention provides a high-value consumables management and control system based on smart operating room, referring to Figure 1 ,include: The tag tracking module is used to obtain the consumables-related data of each type of high-value consumables based on the preset identification tags, and conduct consumables integration to obtain the real-time consumables database of the smart operating room; A label setting module is used to analyze the consumable types in the real-time consumable database to determine the consumable usage label for each type of high-value consumable; The personalized management and control module is used to combine the patient characteristics of the target patient and the comprehensive doctor preferences of the doctor team performing the target patient's surgery to determine the set of high-value consumables for each patient's corresponding surgery. It also adjusts the consumable-related data in real time based on the patient's surgical progress and promptly updates the consumable-related data of the smart operating room; The analysis and decision-making module is used to obtain the consumable trend curve corresponding to each consumable type based on the consumable related data, so as to predict the consumable demand and perform consumable inventory turnover based on the consumable demand prediction results.

[0020] In this embodiment, the preset identification label is a unique identifier set to facilitate the management and tracking of high-value consumables. The preset identification label can be set based on information such as the type, purpose, specification, brand, supplier, etc. of the consumables. For example, for high-value consumables such as heart stents, an identification label can be set, such as "heart stent-XX brand-diameter 3.0mm-length 18mm" to uniquely identify the consumable.

[0021] In this embodiment, high-value consumables refer to medical consumables with high unit prices, high usage risks, and the need for special management. They are usually used in surgery or treatment processes. For example, artificial joints, heart stents, high-end sutures, etc. are all high-value consumables.

[0022] In this embodiment, the consumables-related data refers to various information related to high-value consumables, including but not limited to the name, model, specifications, quantity, location, usage status, validity period, supplier information, purchase price, usage records, etc. of the consumables. For example, for a heart stent, the relevant data may include "heart stent - XX brand - diameter 3.0 mm - length 18 mm - inventory quantity 10 - validity period until December 2025 - supplier is Company A - purchase price 5,000 yuan / piece."

[0023] In this embodiment, consumables integration refers to integrating, classifying and storing the acquired consumables-related data to form a unified and comprehensive database.

[0024] In this embodiment, the real-time consumables database is a dynamically updated database used to store and manage real-time data of all high-value consumables in the smart operating room, and can reflect information such as the inventory status and usage of consumables in real time.

[0025] In this embodiment, the types of consumables include vascular intervention, orthopedic implants, neurosurgery, electrophysiological pacing, ophthalmology, dentistry, non-vascular intervention, blood purification, etc.

[0026] In this embodiment, the consumable usage label is set based on the analysis results of the consumable types in the real-time consumable database, and is used to describe the usage characteristics or attributes of the consumables, such as common use, risk, urgency, etc. For example, for heart stents, usage labels such as "common use", "high risk", and "urgent need" can be set so that medical staff can quickly understand their usage characteristics.

[0027] In this embodiment, patient characteristics refer to various information related to the patient, including age, gender, medical condition, surgical history, allergy history, etc., which have an important impact on determining the high-value consumables required for the operation.

[0028] In this embodiment, doctor preference refers to the doctor's tendency to choose consumables during surgery, which is based on factors such as the doctor's experience, skills, understanding of consumable performance, and personal habits.

[0029] In this embodiment, the high-value consumables set refers to the set of high-value consumables required for each operation, which is screened out from the real-time consumables database based on patient characteristics and doctor preferences. For example, for a 60-year-old male patient, the doctor may screen out brand A heart stents from the real-time consumables database as the high-value consumables required for each operation based on his condition and preferences.

[0030] In this embodiment, the consumables data is updated based on the comparison results of the consumables usage corresponding to the real-time surgical progress and the preset standard progress - consumables usage. The consumables usage information during the operation is adjusted and recorded in real time to ensure the accuracy and timeliness of the consumables data. For example, if 6 vascular sutures are actually used in the vascular anastomosis step, which is inconsistent with the standard requirement of 5, the consumables data is updated in a timely manner.

[0031] In this embodiment, the consumables trend curve is drawn based on historical consumables-related data to show how consumables usage changes over time, thereby helping to predict future consumables demand. For example, by drawing a usage trend curve of heart stents over the past year, it can be found that their usage increased in winter, which may be related to the increased incidence of cardiovascular diseases in winter.

[0032] In this embodiment, consumables demand forecasting refers to using statistical models or machine learning algorithms to predict future consumables demand based on consumables trend curves and related information. For example, based on the usage trend curve of heart stents and patient appointment information, the demand for heart stents in the next month can be predicted so that procurement plans can be made in advance.

[0033] In this embodiment, consumables inventory turnover refers to formulating a reasonable consumables procurement plan and inventory strategy based on the consumables demand forecast results to ensure that the inventory of consumables can meet the surgical needs without causing excessive inventory backlogs. For example, based on the demand forecast results for heart stents, the hospital can formulate a procurement strategy to ensure that there are enough heart stents in stock for surgery, while avoiding capital occupation and waste caused by inventory backlogs.

[0034] The beneficial effects of the above technology are: by integrating the relevant data of high-value consumables, a real-time consumables database of the smart operating room is obtained, and analysis is performed to determine the consumable usage labels of high-value consumables in the real-time consumables database, and the consumables data is updated in time according to patient characteristics and doctor preferences to ensure the smooth progress of the operation. At the same time, the consumables inventory turnover is carried out in combination with the consumables trend curve and demand forecast, which can reduce costs, reduce waste, and ensure the quality and stability of consumables, thereby improving the overall operation level of the smart operating room and the quality of medical services. Example 2:

[0035] Based on Example 1, a high-value consumables management and control system based on a smart operating room, including a tag tracking module, includes: An identification and marking unit, configured to identify and mark each high-value consumable in the smart operating room based on a preset identification tag, and obtain consumable identification data of each high-value consumable; The identification synthesis unit is used to classify the consumable identification data of each high-value consumable according to the consumable type, obtain the comprehensive consumable identification data of the high-value consumables of each consumable type, and synthesize them to obtain the real-time consumable database of the current smart operating room.

[0036] In this embodiment, the preset identification tag is a pre-set label or code for uniquely identifying high-value consumables. The preset identification tag can be set based on the type, purpose, specification, brand and other information of the consumables to facilitate management and tracking. For example, for a pacemaker, the preset identification tag may include "pacemaker-brand A-model X-serial number 12345".

[0037] In this embodiment, high-value consumables refer to medical consumables with high unit prices, high usage risks, and the need for special management. They are usually used in surgery or treatment processes. For example, artificial joints, heart stents, high-end sutures, etc. are all high-value consumables.

[0038] In this embodiment, the identification mark refers to associating a preset identification label with a specific high-value consumable by scanning, pasting or other means.

[0039] In this embodiment, the consumable identification data is explained as information contained in an identification tag associated with a high-value consumable, which is used to uniquely identify and manage the consumable.

[0040] In this embodiment, the classification is to divide high-value consumables into different categories based on one or more attributes of the high-value consumables (such as type, purpose, specifications, etc.). For example, pacemakers, artificial heart valves, etc. are classified as cardiovascular high-value consumables, and artificial joints are classified as orthopedic high-value consumables.

[0041] In this embodiment, the comprehensive consumable identification data is the integration of all consumable identification data of a certain type of high-value consumables to form a complete identification information set of the type of consumables.

[0042] In this embodiment, the real-time consumables database is a dynamically updated database used to store and manage the current status information of all high-value consumables in the smart operating room, including inventory quantity, location, usage, etc. For example, the real-time consumables database can record information such as "Cardiovascular Category - Pacemaker - Brand A - Model X - Inventory Quantity 5 - Located in Warehouse No. 3 - Last Use Time October 1, 2023".

[0043] The beneficial effects of the above technology are: by identifying and marking high-value consumables or identification data with preset labels, a real-time consumables database is obtained after classification and integration, which makes it easier to manage consumables accurately, thereby more quickly grasping consumables information and improving the efficiency of operating room consumables allocation. Example 3:

[0044] Based on Example 1, a high-value consumables management and control system based on a smart operating room, including a label setting module, includes: an authority determination unit, configured to obtain consumable attributes of each type of high-value consumable in a real-time consumable database, and determine consumable authority for the corresponding consumable type based on the consumable attributes; A demand judgment unit, configured to judge the use approval requirement of high-value consumables of each consumable type based on the consumables authority, and use the use approval requirement as a first consumables use tag corresponding to the high-value consumables; a data extraction unit, configured to screen the consumables-related data based on the degree of influence of each sub-data on the surgery in the consumables-related data of high-value consumables, and extract the consumables-related data with high influence to obtain a key consumables-related data set; a label determination unit, configured to extract data from a key consumables-related data set as a second consumables usage label for a high-value consumable; The label integration unit is used to integrate the first consumable material usage label and the second consumable material usage label to obtain the consumable material usage label of the high-value consumable material.

[0045] In this embodiment, the real-time consumables database is a dynamically updated database used to store and manage the current status information of all high-value consumables in the smart operating room, including inventory quantity, location, usage, etc. For example, the real-time consumables database can record information such as "Cardiovascular Category - Pacemaker - Brand A - Model X - Inventory Quantity 5 - Located in Warehouse No. 3 - Last Use Time October 1, 2023".

[0046] In this embodiment, the consumable attributes refer to the characteristic information of the high-value consumables themselves, such as usage, specifications, risk level, price, etc. For example, the consumable attributes of a heart stent include use for heart surgery, diameter of 3mm, high risk, and unit price of 8,000 yuan.

[0047] In this embodiment, consumables permissions are determined based on the properties of the consumables. Doctors or departments at different levels have permission to use consumables. For example, due to the high risk of heart stents, only doctors at the deputy chief physician level and above have the permission to apply for use.

[0048] In this embodiment, the use approval requirement refers to determining whether the use of this type of high-value consumables requires approval and the approval process based on the consumables authority.

[0049] In this embodiment, the first consumables usage label is used to mark information such as usage approval requirements on high-value consumables for easy identification and management. For example, the heart stent usage label indicates "needs approval by the department director."

[0050] In this embodiment, the degree of influence is used to measure the impact of each sub-data in the consumables-related data on the surgical effect, patient safety, etc. For example, for heart stent surgery, the material of the stent has a greater impact on the surgical effect and the patient's long-term health, while the color of the stent packaging has little impact on the surgery.

[0051] In this embodiment, the key consumables-related data set is a set consisting of sub-data that has a high degree of impact on surgery and is screened from the consumables-related data.

[0052] In this embodiment, data extraction is to further process and analyze the data in the key consumables related data set to extract key information that best reflects the consumables' characteristics and usage.

[0053] In this embodiment, the second consumable usage label is a label set for high-value consumables after data extraction of a key consumables-related data set, and is used to identify the key characteristics and usage recommendations of the consumables. For example, the second consumable usage label of high-value consumable A can be orthopedics, elderly osteoporosis, high biocompatibility, etc.

[0054] In this embodiment, the consumable material usage label is obtained by combining the first consumable material usage label and the second consumable material usage label.

[0055] The beneficial effects of the above technology are: by obtaining the corresponding permissions by obtaining the properties of consumables, the use of different types of high-value consumables can be accurately controlled to avoid abuse. At the same time, the use approval requirements are judged based on the consumable permissions, and usage labels are set to clearly identify the consumables that need to be approved, which is convenient for medical staff to quickly identify, help optimize the consumables management process, and improve approval efficiency. Embodiment 4:

[0056] Based on Example 3, a high-value consumables management and control system based on a smart operating room, including a demand judgment unit, includes: The rule setting subunit is used to classify high-value consumables into different categories based on their comprehensive influencing factors, and to set corresponding approval authority rules for each high-value consumable category; The authority configuration subunit is used to associate approval authority rules with consumable attributes to form an authority configuration table for each high-value consumable; The authority corresponding sub-unit is used to extract the corresponding approval authority rules from the authority configuration table according to the consumable type of each high-value consumable; The label generation subunit is used to match the consumable type of the current high-value consumable with the approval authority rule, determine the use approval requirement of the current high-value consumable, and generate a corresponding first consumable use label according to the use approval requirement.

[0057] In this embodiment, the comprehensive influencing factors include the value, risk level, usage scenario, etc. of the high-value consumables.

[0058] In this embodiment, the value of high-value consumables refers to the economic value of the high-value consumables themselves, which is usually measured by unit price. High value means high procurement cost. For example, a new type of artificial joint has a unit price of 50,000 yuan, which is relatively valuable; while ordinary sutures have a unit price of dozens of yuan, which is relatively low in value.

[0059] In this embodiment, the risk level is divided according to the size of the risk that may be brought about during the use of high-value consumables. High risk may cause more serious impact on the patient's health. For example, the risk of pacemaker implantation surgery is high, and the corresponding high-value consumable risk level is high; while the risk of using ordinary infusion pumps is low, and the consumable risk level is low.

[0060] In this embodiment, the usage scenario refers to the specific environment and situation in which high-value consumables are used in the medical process. Different scenarios have different requirements for consumables. For example, artificial joints used in orthopedic surgery are a specific usage scenario; and catheters used in cardiovascular interventional surgery are another different usage scenario.

[0061] In this embodiment, high-value consumables are categorized into different types based on factors such as the value of the consumables, risk level, and usage scenario.

[0062] In this embodiment, the approval authority rules are based on the different categories of high-value consumables, and the authority and related rules required for the use of each category of high-value consumables are pre-set.

[0063] In this embodiment, the consumable attributes are the characteristics and information of the high-value consumables themselves. For example, the consumable attributes include value, risk level, usage scenario, etc.

[0064] In this embodiment, the authority configuration table refers to a table formed by associating approval authority rules with consumable attributes, which can intuitively display the approval authority corresponding to consumables with different attributes.

[0065] In this embodiment, the use approval requirement is to determine the approval process required for using the current high-value consumables based on the approval authority rules found in the authority configuration table.

[0066] In this embodiment, the first consumables usage label presents information such as the current high-value consumables usage approval requirements in the form of an electronic label.

[0067] The beneficial effects of the above technology are: by dividing high-value consumables into categories based on multiple factors and setting approval authority rules, more refined management can be achieved, and the rules and attributes can be associated to form an authority configuration table, which facilitates unified management, helps to standardize the use process of high-value consumables, ensure the rational use of consumables, and reduce medical risks. Example 5:

[0068] Based on Example 1, a high-value consumables management and control system based on a smart operating room, with a personalized management and control module, includes: An initial determination unit is used to determine the patient's surgical type based on the patient characteristics of the target patient, and to combine the patient's surgical type with a preset machine learning algorithm to determine high-value consumables that match the target patient, thereby obtaining an initial set of high-value consumables; A surgery judgment unit is used to extract the historical surgery records of the doctor team who performed the surgery on the target patient based on the preset HIS system; The surgical analysis unit is used to obtain the degree of influence of the historical surgical conditions of each team member on the surgery of the corresponding team of doctors, and obtain the set of surgical influence degrees of the corresponding surgery of the target patient; An analysis and synthesis unit is used to combine the impact of each surgery in the surgical impact set with the corresponding team member's historical surgical situation to comprehensively obtain the doctor team's historical preferred surgical situation; a consumables optimization unit, configured to determine a standard physician preference of a corresponding physician team based on historical preferred surgical conditions, and optimize the initial high-value consumables set based on the standard physician preference to obtain a first high-value consumables set; The consumables integration unit is used to obtain the application and use rights of each high-value consumable in the first high-value consumables set, and determine whether the application rights of the corresponding doctor team can meet the application and use rights of the high-value consumables. If so, the first high-value consumables set is used as the comprehensive high-value consumables for the target patient; On the contrary, the consumables application is made based on the application and use authority of high-value consumables that is higher than the application authority of the corresponding doctor team, so as to obtain the comprehensive high-value consumables of the target patient based on the consumables application situation; Matching and use unit, used to match target patients with comprehensive high-value consumables, and prepare and use consumables based on the comprehensive high-value consumables; A progress comparison unit is used to monitor the surgical progress of the target patient in real time and compare the consumables usage corresponding to the real-time surgical progress with the preset standard progress-consumables usage; The comparison and update unit is used to adjust the consumables-related data in real time based on the comparison result, thereby updating the consumables-related data.

[0069] In this embodiment, the patient characteristics include various information about the target patient's own condition, including age, gender, medical history, physical indicators (such as blood pressure, blood sugar, etc.), disease type and severity, etc.

[0070] In this embodiment, the patient surgery type is determined by the doctor based on the patient's characteristics and the type of surgery to be performed on the patient. Different surgery types require different high-value consumables. For example, for a patient with coronary heart disease, the surgery type determined is coronary artery bypass grafting.

[0071] In this embodiment, the preset machine learning algorithm is a pre-set algorithm for processing data, discovering patterns and regularities, and making predictions or classifications based on these patterns and regularities.

[0072] In this embodiment, the initial set of high-value consumables is a set of high-value consumables that may be related to the target patient, obtained by matching through a preset machine learning algorithm after the surgery type is determined based on the patient characteristics of the target patient. For example, for patients undergoing coronary artery bypass grafting surgery, the initial set of high-value consumables may include artificial blood vessels, heart fixators, vascular sutures, etc.

[0073] In this embodiment, the preset HIS system is a hospital information system, which is a computer system used to manage and process medical business information. It can store and manage a large amount of medical data such as patients' medical records, examination and test results, and operation records.

[0074] In this embodiment, historical surgical records are extracted from a preset HIS system, and include relevant information about the surgeries performed by the medical team that performed the surgery on the target patient over the past period of time, such as the type of surgery, the success rate of the surgery, the types and quantities of consumables used, etc. For example, a medical team performed a total of 50 coronary artery bypass graft surgeries in the past year, with a success rate of 90%. Commonly used high-value consumables include artificial blood vessels and vascular sutures of a specific brand.

[0075] In this embodiment, the degree of surgical impact is used to measure the impact of the historical surgical situation of each team member in the medical team on the overall surgery of the corresponding medical team. It can be evaluated through a variety of indicators, such as the role of the team member in the team, surgical experience, professional skills, etc.

[0076] In this embodiment, the degree of surgical impact The calculation formula is: ; in, is the surgical influence of the i-th team member in the current doctor team, is the degree of influence of the i-th team member in the doctor team on the surgery of the current team member, is the index of the jth impact indicator corresponding to the i-th team member in the current doctor team, is the indicator influence weight of the jth influence indicator corresponding to the i-th team member in the current doctor team, is the indicator conversion coefficient of the jth influence indicator corresponding to the i-th team member in the current doctor team, m is the indicator quantity of the influence indicator corresponding to the i-th team member in the current doctor team, n+1 is the number of team members in the current doctor team, and the influence indicators include the role of the team member in the team, surgical experience, professional skills, etc. The sum of the indicator influence weights of the m influence indicators of each team member is 1.

[0077] In this embodiment, the surgical impact degree set is a set formed by summarizing the surgical impact degree of each team member in the doctor team, which reflects the relative importance of the team members in the surgery.

[0078] In this embodiment, the historical preferred surgical situation refers to the preferences shown by the corresponding doctor team in historical surgeries, such as the preferred surgical methods and high-value consumables, after comprehensively considering the impact of each surgery in the surgical impact set and the historical surgical situations of the corresponding team members.

[0079] In this embodiment, the standard doctor preference is the tendency and habit of the corresponding doctor team in surgical operations and use of high-value consumables, which is determined based on the average value of the historical preferred surgical situations of each team member in the doctor team.

[0080] In this embodiment, the first high-value consumables set is a high-value consumables set obtained by optimizing the initial high-value consumables set according to the doctor's preferences. It is more in line with the surgical habits and preferences of the doctor team, and improves surgical efficiency and the rationality of consumables use.

[0081] In this embodiment, application for use authority refers to the application qualifications of a doctor team or individual doctor for the use of different high-value consumables stipulated within the hospital. Different high-value consumables may correspond to different application authorities.

[0082] In this embodiment, the comprehensive high-value consumables are a set of high-value consumables ultimately used for the target patient's surgery, obtained after corresponding processing after determining whether the application authority of the corresponding doctor team can meet the application use authority of each high-value consumable in the first high-value consumables set.

[0083] In this embodiment, real-time surgical progress refers to the real-time monitoring and recording of the progress of the operation during the operation, including the completed steps of the operation, the estimated remaining time, changes in the patient's vital signs, etc. For example, in coronary artery bypass grafting surgery, the real-time surgical progress shows that the vascular anastomosis step has been completed, and the operation is estimated to take 30 minutes to complete, and the patient's vital signs are stable.

[0084] In this embodiment, the preset standard progress - consumables usage is pre-set standard information such as the type, quantity, and usage time of high-value consumables that should be used under different surgical progress. For example, in coronary artery bypass grafting surgery, the standard progress - consumables usage stipulates that 5 vascular sutures of a specific model should be used during the vascular anastomosis step.

[0085] In this embodiment, the consumables data is updated based on the comparison results of the consumables usage corresponding to the real-time surgical progress and the preset standard progress - consumables usage. The consumables usage information during the operation is adjusted and recorded in real time to ensure the accuracy and timeliness of the consumables data. For example, if 6 vascular sutures are actually used in the vascular anastomosis step, which is inconsistent with the standard requirement of 5, the consumables data is updated in a timely manner.

[0086] In this embodiment, for example, a 60-year-old female patient with severe valvular heart disease is stored. Based on the patient's characteristics, the doctor determines the surgery type to be a heart valve replacement. Using a pre-set decision tree machine learning algorithm, an initial set of high-value consumables is obtained, including artificial heart valves, valve sutures, and heart fixators.

[0087] The surgical history of the physician team that performed the patient's surgery was extracted from the pre-installed HIS system, revealing that the team had performed a total of 30 heart valve replacement surgeries over the previous two years. Further analysis of the surgical influence of each team member revealed a score of 0.6 for the lead surgeon, 0.3 for the first assistant, and 0.1 for the second assistant. This comprehensive analysis revealed the physician team's historical surgical preferences, indicating a preference for brand A prosthetic heart valves and a specific type of 0-B valve suture.

[0088] The initial set of high-value consumables was optimized based on physician preferences, resulting in the first set of high-value consumables. When determining access permissions, it was discovered that a new artificial heart valve in the first set required permission from a chief physician, and the corresponding physician team included a chief physician, meeting the application requirements. Therefore, the first set of high-value consumables was selected as the comprehensive high-value consumables for the target patient.

[0089] During the surgery, the system monitors the progress of the procedure in real time. During the valve replacement procedure, the real-time progress display is compared with the preset standard progress and consumable usage. The actual number of valve sutures used exceeds the standard by two. Based on the comparison results, the system promptly adjusts the consumable usage and updates the consumable data.

[0090] The beneficial effects of the above technology are: by combining patient characteristics to determine the type of surgery and match high-value consumables to form an initial set, using the doctor team's historical surgical conditions and preferences to optimize consumables to obtain the first set, and then determining comprehensive high-value consumables based on application permissions, and after matching, preparing and using consumables, and monitoring the progress of the surgery and the use of consumables in real time and adjusting and updating them, it achieves accurate matching, reasonable use and dynamic management of high-value consumables. Example 6:

[0091] Based on Example 5, a high-value consumables management and control system based on a smart operating room, the consumables integration unit also includes: Determine the application plan for high-value consumables based on the application and use rights of high-value consumables that are higher than the application rights of the corresponding doctor team; Combine the high-value consumables application plan with the target patient's patient information to conduct comprehensive review of consumables applications; If the high-value consumables application plan meets the consumables application review conditions, the high-value consumables application plan will be approved and temporary authority will be granted to obtain comprehensive high-value consumables for the target patient; If the high-value consumables application plan does not meet the consumables application review conditions, a consumables replacement plan is determined based on the high-value consumables, and the comprehensive high-value consumables for the target patient are determined by combining the remaining high-value consumables in the first high-value consumables set except the high-value consumables application plan.

[0092] In this embodiment, application for use rights means that different levels of application for use rights are set for different high-value consumables within the hospital. When the application rights for high-value consumables required for the target patient's surgery are higher than the rights possessed by the corresponding doctor team, the higher-level application and use rules, processes, and conditions that need to be met corresponding to these high-value consumables constitute application for use rights for high-value consumables that are higher than the application rights of the corresponding doctor team.

[0093] In this embodiment, the high-value consumables application plan is based on the application and use rights of high-value consumables that are higher than the application rights of the corresponding doctor team, and is a detailed plan for applying for these high-value consumables based on the specific circumstances of the target patients (such as condition, surgical needs, etc.).

[0094] In this embodiment, the patient information includes the target patient's basic personal information, disease diagnosis, past medical history, various physical indicators, allergy history, and other information related to the patient's health status and surgery.

[0095] In this embodiment, the consumables application review is a process of comprehensively considering the high-value consumables application plan and the patient information of the target patient, and comprehensively evaluating and reviewing the rationality, necessity, safety, etc. of the application plan.

[0096] In this embodiment, the consumables application review conditions refer to a series of standards and requirements pre-set by the hospital for determining whether a high-value consumables application plan has passed the review.

[0097] In this embodiment, temporary authority authorization means that when the high-value consumables application plan meets the consumables application review conditions, the relevant hospital department gives the corresponding doctor team a temporary authorization that is higher than the original authority to apply for and use high-value consumables.

[0098] In this embodiment, the comprehensive high-value consumables are a collection of high-value consumables that are finally determined to be used for the target patient's surgery after the application, review, authorization and other processes.

[0099] In this embodiment, the consumables replacement plan refers to when the high-value consumables application plan does not meet the consumables application review conditions, in order to meet the patient's surgical needs, from the hospital's existing high-value consumables resources, looking for other high-value consumables with similar functions and performance to the original applied high-value consumables, but with application authority requirements lower than or equal to the authority of the corresponding doctor team. For example, if the application plan for a new pacemaker fails to pass the review, after evaluation, it is found that the hospital has another conventional pacemaker.

[0100] The beneficial effects of the above technology are: by formulating a plan based on the application for use rights of high-value consumables that are higher than the current authority, and reviewing it in combination with patient information, if the conditions are met, approval and authorization will be given to obtain comprehensive high-value consumables; if the conditions are not met, an alternative plan will be determined and the comprehensive high-value consumables will be determined in combination with the remaining consumables, thereby improving the flexibility and effectiveness of consumables management. Example 7:

[0101] Based on Example 1, a high-value consumables management and control system based on a smart operating room, analysis and decision-making module, reference Figure 2 ,include: A curve generating unit, configured to obtain a consumable trend curve of high-value consumables of each consumable type based on consumables-related data of high-value consumables within a preset detection period; The consumables forecasting unit is used to analyze the consumables trend curve of each high-value consumable, so as to comprehensively forecast the consumables demand based on the combined analysis results of each curve; The forecasting and control unit is used to determine the consumables procurement strategy based on the consumables demand forecast results, and to perform consumables inventory turnover in combination with real-time high-value consumables inventory level parameters.

[0102] In this embodiment, the preset detection period is a fixed time interval set in advance for obtaining data related to high-value consumables. For example, the preset detection period can be 3 months, 6 months, 12 months, etc.

[0103] In this embodiment, the consumables-related data refers to various information related to high-value consumables, including but not limited to the name, model, specifications, quantity, location, usage status, expiration date, supplier information, purchase price, usage records, etc. of the consumables. For example, for a heart stent, the relevant data may include "heart stent - XX brand - diameter 3.0 mm - length 18 mm - inventory quantity 10 - expiration date until December 2025 - supplier is Company A - purchase price 5,000 yuan / piece."

[0104] In this embodiment, the consumables trend curve is a curve formed by connecting data points at different time points with time as the horizontal axis and consumables-related data (such as usage, inventory, etc.) as the vertical axis. For example, with month as the horizontal axis and the usage of high-value consumable A as the vertical axis, the curve shows that in the past six months, the usage of consumable A has shown an increasing trend month by month.

[0105] In this embodiment, curve analysis is an in-depth study of the consumables trend curve. By observing the shape, trend, fluctuation, etc. of the curve, the changing patterns, seasonal characteristics, growth or decline trends, etc. of consumables usage are analyzed. For example, the usage of high-value cardiovascular consumables will change with the seasons.

[0106] In this embodiment, the consumables demand forecast is to estimate the demand for high-value consumables based on the curve analysis results using a preset mathematical model or related statistical methods.

[0107] In this embodiment, consumables inventory turnover is to adjust the purchase and inventory of high-value consumables based on the consumables demand forecast results, so as to maximize the consumables usage needs of the smart operating room, while avoiding consumables backlogs to a greater extent, and improving capital utilization efficiency and inventory management level.

[0108] The beneficial effects of the above technology are: by generating trend curves and conducting demand forecasts based on curve analysis, the trend of consumables demand can be grasped in advance, providing a basis for inventory management, and inventory turnover can be carried out based on the forecast results. This can reasonably control inventory levels, reduce inventory costs, and ensure a stable supply of high-value consumables for smart operating rooms. Example 8:

[0109] Based on Example 7, a high-value consumables management and control system based on a smart operating room, including a prediction and control unit, includes: The strategy formulation sub-unit is used to determine the consumables procurement demand of each high-value consumable based on the consumables demand forecast results of high-value consumables, and comprehensively formulate the corresponding consumables procurement strategy for the smart operating room based on the consumables procurement demand of each high-value consumable; The parameter determination subunit is used to determine the consumable level parameters of each high-value consumable based on the consumable demand forecast results of each high-value consumable and the corresponding consumable procurement strategy, thereby obtaining a set of high-value consumable inventory level parameters for the smart operating room; A threshold determination subunit, configured to determine a high-value consumables inventory replenishment threshold for each high-value consumables in combination with a high-value consumables inventory level parameter set and a demand forecast result; The consumables replenishment subunit is used to determine whether the real-time inventory of each high-value consumable in the real-time consumables database is higher than the high-value consumables inventory replenishment threshold, and replenish consumables based on the real-time judgment result to achieve high-value consumables management and control; If the real-time inventory is higher than the high-value consumables inventory replenishment threshold, the corresponding high-value consumables will be replenished; Otherwise, there is no need to replenish the corresponding high-value consumables.

[0110] In this embodiment, the consumables procurement strategy is a series of plans and measures for the procurement of high-value consumables formulated based on the consumables demand forecast results.

[0111] In this embodiment, the real-time high-value consumables inventory level parameter set is a set of parameters used to measure and describe the real-time inventory status of high-value consumables, determined based on demand forecast results and consumables procurement strategies. For example, the parameter set includes the minimum inventory quantity (such as 20), the maximum inventory quantity (such as 100), the safety stock quantity (such as 10), the reorder point inventory quantity (such as 30), etc.

[0112] In this embodiment, the high-value consumables inventory replenishment threshold is an inventory limit set based on the consumables inventory level parameter set and demand forecast results. When the real-time inventory falls below this threshold, the consumables replenishment process is triggered to ensure that the inventory can meet future demand. For example, based on the inventory level parameter set, the inventory replenishment threshold is set to 30. This means that when the real-time inventory falls to 30 or below, consumables will be replenished.

[0113] In this embodiment, the real-time judgment result is a conclusion obtained by comparing the real-time inventory of high-value consumables with the inventory replenishment threshold in real time, thereby clarifying whether the current inventory meets the replenishment conditions and deciding whether to perform the consumable replenishment operation.

[0114] In this embodiment, consumables replenishment refers to the control of high-value consumables procurement according to a pre-established procurement strategy when the real-time inventory does not meet the inventory replenishment threshold.

[0115] In this embodiment, high-value consumables management and control refers to the management of the entire process from procurement to use of high-value consumables through a series of operations such as demand forecasting for high-value consumables, formulating procurement strategies, setting inventory level parameters, judging inventory replenishment thresholds, and replenishing consumables, thereby ensuring the reasonable supply of consumables, inventory optimization, and cost control.

[0116] The beneficial effects of the above technology are: determining the inventory level parameter set through strategies and forecasts, thereby setting the inventory replenishment threshold, judging in real time whether the inventory meets the standards and replenishing it, and more accurately controlling the inventory of high-value consumables to ensure the maximum stability of the consumables supply.

[0117] Obviously, those skilled in the art may make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if such changes and modifications fall within the scope of the claims and their equivalents, the present invention is intended to include such changes and modifications.

Claims

1. A high-value consumables management and control system based on a smart operating room, characterized by: include: The tag tracking module is used to obtain the consumables-related data of each type of high-value consumables based on the preset identification tags, and conduct consumables integration to obtain the real-time consumables database of the smart operating room; A label setting module is used to analyze the consumable types in the real-time consumable database to determine the consumable usage label for each type of high-value consumable; The personalized management and control module is used to combine the patient characteristics of the target patient and the comprehensive doctor preferences of the doctor team performing the target patient's surgery to determine the set of high-value consumables for each patient's corresponding surgery. It also adjusts the consumable-related data in real time based on the patient's surgical progress and promptly updates the consumable-related data of the smart operating room; The analysis and decision-making module is used to obtain the consumable trend curve corresponding to each consumable type based on the consumable related data, so as to predict the consumable demand and perform consumable inventory turnover based on the consumable demand prediction results.

2. The high-value consumables management and control system based on a smart operating room according to claim 1 is characterized in that: Marker tracking module, including: An identification and marking unit, configured to identify and mark each high-value consumable in the smart operating room based on a preset identification tag, and obtain consumable identification data of each high-value consumable; The identification synthesis unit is used to classify the consumable identification data of each high-value consumable according to the consumable type, obtain the comprehensive consumable identification data of the high-value consumables of each consumable type, and synthesize them to obtain the real-time consumable database of the current smart operating room.

3. The high-value consumables management and control system based on a smart operating room according to claim 1 is characterized in that: Label setting module, including: an authority determination unit, configured to obtain consumable attributes of each type of high-value consumable in a real-time consumable database, and determine consumable authority for the corresponding consumable type based on the consumable attributes; A demand judgment unit, configured to judge the use approval requirement of high-value consumables of each consumable type based on the consumables authority, and use the use approval requirement as a first consumables use tag corresponding to the high-value consumables; a data extraction unit, configured to screen the consumables-related data based on the degree of influence of each sub-data on the surgery in the consumables-related data of high-value consumables, and extract the consumables-related data with high influence to obtain a key consumables-related data set; a label determination unit, configured to extract data from a key consumables-related data set as a second consumables usage label for a high-value consumable; The label integration unit is used to integrate the first consumable material usage label and the second consumable material usage label to obtain the consumable material usage label of the high-value consumable material.

4. The high-value consumables management and control system based on a smart operating room according to claim 3 is characterized in that: Demand judgment unit, including: The rule setting subunit is used to classify high-value consumables into different categories based on their comprehensive influencing factors, and to set corresponding approval authority rules for each high-value consumable category; The authority configuration subunit is used to associate approval authority rules with consumable attributes to form an authority configuration table for each high-value consumable; The authority corresponding sub-unit is used to extract the corresponding approval authority rules from the authority configuration table according to the consumable type of each high-value consumable; The label generation subunit is used to match the consumable type of the current high-value consumable with the approval authority rule, determine the use approval requirement of the current high-value consumable, and generate a corresponding first consumable use label according to the use approval requirement.

5. The high-value consumables management and control system based on a smart operating room according to claim 1 is characterized in that: Personalized management and control module, including: An initial determination unit is used to determine the patient's surgical type based on the patient characteristics of the target patient, and to combine the patient's surgical type with a preset machine learning algorithm to determine high-value consumables that match the target patient, thereby obtaining an initial set of high-value consumables; A surgery judgment unit is used to extract the historical surgery records of the doctor team who performed the surgery on the target patient based on the preset HIS system; The surgical analysis unit is used to obtain the degree of influence of the historical surgical conditions of each team member on the surgery of the corresponding team of doctors, and obtain the set of surgical influence degrees of the corresponding surgery of the target patient; An analysis and synthesis unit is used to combine the impact of each surgery in the surgical impact set with the corresponding team member's historical surgical situation to obtain the doctor team's historical preferred surgical situation; a consumables optimization unit, configured to determine a standard physician preference of a corresponding physician team based on historical preferred surgical conditions, and optimize the initial high-value consumables set based on the standard physician preference to obtain a first high-value consumables set; The consumables integration unit is used to obtain the application and use rights of each high-value consumable in the first high-value consumables set, and determine whether the application rights of the corresponding doctor team can meet the application and use rights of the high-value consumables. If so, the first high-value consumables set is used as the comprehensive high-value consumables for the target patient; On the contrary, the consumables application is made based on the application and use authority of high-value consumables that is higher than the application authority of the corresponding doctor team, so as to obtain the comprehensive high-value consumables of the target patient based on the consumables application situation; Matching and use unit, used to match target patients with comprehensive high-value consumables, and prepare and use consumables based on the comprehensive high-value consumables; A progress comparison unit is used to monitor the surgical progress of the target patient in real time and compare the consumables usage corresponding to the real-time surgical progress with the preset standard progress-consumables usage; The comparison and update unit is used to adjust the consumables-related data in real time based on the comparison result, thereby updating the consumables-related data.

6. The high-value consumables management and control system based on a smart operating room according to claim 5 is characterized in that: Consumables integrated unit, also includes: Determine the application plan for high-value consumables based on the application and use rights of high-value consumables that are higher than the application rights of the corresponding doctor team; Combine the high-value consumables application plan with the target patient's patient information to conduct comprehensive review of consumables applications; If the high-value consumables application plan meets the consumables application review conditions, the high-value consumables application plan will be approved and temporary authority will be granted to obtain comprehensive high-value consumables for the target patient; If the high-value consumables application plan does not meet the consumables application review conditions, a consumables replacement plan is determined based on the high-value consumables, and the comprehensive high-value consumables for the target patient are determined by combining the remaining high-value consumables in the first high-value consumables set except the high-value consumables application plan.

7. The high-value consumables management and control system based on a smart operating room according to claim 1 is characterized in that: Analysis and decision-making module, including: A curve generating unit, configured to obtain a consumable trend curve of high-value consumables of each consumable type based on consumables-related data of high-value consumables within a preset detection period; The consumables forecasting unit is used to analyze the consumables trend curve of each high-value consumable, so as to comprehensively forecast the consumables demand based on the combined analysis results of each curve; The forecasting and control unit is used to determine the consumables procurement strategy based on the consumables demand forecast results, and to perform consumables inventory turnover in combination with real-time high-value consumables inventory level parameters.

8. The high-value consumables management and control system based on a smart operating room according to claim 7 is characterized in that: Forecasting and control unit, including: The strategy formulation sub-unit is used to determine the consumables procurement demand of each high-value consumable based on the consumables demand forecast results of high-value consumables, and comprehensively formulate the corresponding consumables procurement strategy for the smart operating room based on the consumables procurement demand of each high-value consumable; The parameter determination subunit is used to determine the consumable level parameters of each high-value consumable based on the consumable demand forecast results of each high-value consumable and the corresponding consumable procurement strategy, thereby obtaining a set of high-value consumable inventory level parameters for the smart operating room; A threshold determination subunit, configured to determine a high-value consumables inventory replenishment threshold for each high-value consumables in combination with a high-value consumables inventory level parameter set and a demand forecast result; The consumables replenishment subunit is used to determine whether the real-time inventory of each high-value consumable in the real-time consumables database is higher than the high-value consumables inventory replenishment threshold, and replenish consumables based on the real-time judgment result to achieve high-value consumables management and control; If the real-time inventory is higher than the high-value consumables inventory replenishment threshold, the corresponding high-value consumables will be replenished; Otherwise, there is no need to replenish the corresponding high-value consumables.

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