Clinical catheter structured nursing record information management system

Abstract

The invention discloses a clinical catheter structured nursing record information management system, relates to the technical field of catheter nursing records, and aims to solve the problem that catheter flow records of patients are incomplete and normative. Standard catheter statistical data, abnormal monitoring data, catheter pulling-out data, processing results of nursing personnel, pulling-out reasons, pulling-out processes and the like are all digitally recorded, the accuracy and traceability of the data are guaranteed, the risk of misoperation is reduced due to the standardized nursing process and the data input requirement, and the nursing efficiency is improved. A structured data recording mode enables data analysis and statistics to be easier and more efficient, key parameters such as pressure, position, flow, temperature and PH value of the catheter are monitored in real time through the intelligent chip, and compared with a traditional manual recording mode, the accuracy and real-time performance of data are remarkably improved, and the accuracy and real-time performance of the catheter are improved. Nursing personnel can quickly know the state of the catheter on the basis of real-time monitoring data provided by the intelligent chip.

Description

Technical Field

[0001] The present invention relates to the technical field of catheter nursing records, in particular to a clinical catheter structured nursing record information management system. Background Art

[0002] Catheter care record management refers to the process of systematically recording, monitoring and maintaining the care process of various catheters inserted into the patient's body.

[0003] The Chinese patent with publication number CN108877909A discloses a comprehensive hospital nursing management platform, which mainly allows system administrators to customize nursing documents according to the actual needs of the hospital, which not only reduces the time for nursing to write documents, but also allows nursing to spend more time serving patients. By setting conditional queries, such as keyword queries and specified date queries, it can also help nursing staff quickly obtain useful information from a large amount of data, assist nursing staff in making clinical decisions, and thus improve nursing work efficiency. Through the comprehensive nursing management platform, the hospital's information construction is strengthened, the professional level and professional quality of nursing staff are continuously improved, the overall information level of the hospital is improved, and a good atmosphere for hospital innovation is created. It continuously stimulates and promotes the hospital's scientific and technological innovation capabilities, and plays an important role in promoting and promoting the cultivation and formation of the hospital's core competitiveness. Although the above patent solves the problem of nursing data management, the following problems still exist in actual operation: 1. There is no effective allocation of nursing staff for catheter treatment based on the patient's treatment condition, which makes it impossible to trace the nursing staff later.

[0004] 2. There is no systematic data record of the entire catheter process, including personnel allocation, catheter inspection and catheter monitoring, which makes it impossible to obtain detailed information about the patient during catheter treatment in a timely manner.

[0005] 3. There is no more systematic data analysis of the patient's catheter data, which results in the inability of caregivers and patients to understand their condition in a timely manner. Summary of the invention

[0006] The purpose of the present invention is to provide a clinical catheter structured nursing record information management system, which digitally records standard catheter statistical data, abnormal monitoring data, catheter removal data, and nursing staff's processing results, removal reasons and processes, etc., to ensure the accuracy and traceability of the data. Standardized nursing processes and data entry requirements also reduce the risk of operational errors. The structured data recording method makes data analysis and statistics easier and more efficient. The key parameters such as pressure, position, flow, temperature and pH value of the catheter are monitored in real time through smart chips, which significantly improves the accuracy and real-time nature of the data compared to traditional manual recording methods. This high-precision, high-frequency monitoring helps to discover potential problems in a timely manner, thereby optimizing treatment plans. Nursing staff can quickly understand the status of the catheter based on the real-time monitoring data provided by the smart chip, which can solve the problems in the prior art.

[0007] To achieve the above object, the present invention provides the following technical solutions: Clinical catheter structured nursing record information management system, including: Patient information management unit for: The basic information and medical information of the patient are established, and the established basic information and medical information are uniquely coded and labeled, and the patient management data is obtained after the unique coding and labeling; Catheter Care Unit for: Formulate patient care plans based on patient management data, assign nursing tasks based on the formulated patient care plans, and obtain patient care data after the nursing tasks are assigned; Catheter data statistics unit for: Nursing work is performed according to the patient nursing data, and after the nursing work is performed, the monitoring data of the catheter is counted to obtain standard catheter statistical data; Data management backup unit for: The statistical data of the standard catheters are analyzed, entered and stored after the data analysis, and the entered and stored statistical data of the standard catheters are processed interactively.

[0008] Preferably, the patient information management unit comprises: Information building module, used to: The patient's basic information includes personal identity information and social security information, of which the social security information includes the medical reimbursement account number and social security number; Patients’ medical information includes medical records, diagnosis information, treatment information, test result information, and cost information; Both basic information and medical information are retrieved from the database.

[0009] Preferably, the patient information management unit further includes: Patient information encoding module, used for: Uniquely encode the patient's basic information and medical information; First, generate a unique identification code based on the patient’s ID card based on the basic information; A unique identification code is generated and uniquely coded with the medical information. The unique code includes the medical date and a random serial number. The generated unique code is verified for uniqueness, and after the verification is qualified, the unique coding number of the patient's basic information and medical information is obtained; The unique coding number obtained is marked as patient management data.

[0010] Preferably, the catheter care unit comprises: Care planning module for: Evaluate patient management data, including health assessment and risk assessment; Confirm the patient's nursing diagnosis based on the assessment results. The nursing diagnosis is the patient's current health problem or potential health problem. Confirm nursing measures for patients based on nursing diagnosis results; Nursing measures include preventing catheter slippage, preventing infection, and handling abnormal conditions; After the nursing measures are confirmed, the patient will receive a nursing plan.

[0011] Preferably, the catheter care unit further comprises: Nursing task allocation module for: Assign nursing tasks according to the established nursing plan; Among them, nursing staff will be confirmed according to the nursing plan, and nursing staff will be directly assigned or assigned in shifts; Steps are assigned according to nursing staff, and each step of catheter treatment is divided into steps for each nursing staff; Patient care data is obtained after step assignment is completed.

[0012] Preferably, the catheter data statistics unit comprises: Catheter execution inspection module for: The catheter models are confirmed based on the patient care data, including gastric tubes, urinary catheters, PICC, CVC, trachea and drainage tubes of various specialties; At the same time, smart chips are installed in gastric tubes, urinary catheters, PICC, CVC, trachea and drainage tubes. The smart chips are used to track the use of the catheters. When the catheters are in use, the smart chips will record and transmit the monitoring data in real time. After the catheter model is confirmed, the catheter operation rules will be formulated, including the catheterization process, catheterization time, catheterization length, fixation method, drainage fluid properties and catheter status; After the catheter operation rules are confirmed, the patient's catheterization event is confirmed, and health education is carried out according to the catheterization event. Health education is to inform the patient of catheter-related precautions according to the patient's nursing plan, and record the education effect; After the health education is completed, complete the record check.

[0013] Preferably, the catheter data statistics unit further includes: Catheter Monitoring Statistics Module for: After the catheter execution check is completed, the nursing staff performs the catheter clinical treatment; During treatment, the nursing staff regularly observes and records the catheter's fixation, insertion length, position, patency, drainage fluid properties, and maintenance; At the same time, the smart chip in the catheter monitors the treatment process in real time, where the monitoring data includes the parameter data of the catheter's pressure, position, flow, temperature and pH value; Transmit the catheter's real-time monitoring data to the processing center for data unification; Data statistics are to unify the real-time monitoring data of the catheter with the patient care data. After the unification is completed, the patient's real-time catheter monitoring data is obtained and marked as standard catheter statistical data.

[0014] Preferably, the data management backup unit is also used for: Perform data analysis on the statistical data of standard catheters, and the data analysis is to check for abnormalities in the real-time monitoring data of the catheters; Confirm abnormal monitoring data in real-time monitoring data based on the investigation results; Display abnormal monitoring data and alarm on the display terminal; Nursing staff handle abnormalities according to the alarm prompts and record the results; If there are no abnormalities and the catheter treatment is completed, the nursing staff will remove the catheter and record the reasons and process of removal; Entering standard catheter statistical data, abnormal monitoring data in the standard catheter statistical data, and catheter removal data, and storing the data after entering; At the same time, provide feedback consultation and health guidance to patients, record the feedback consultation and health guidance, and store them; Finally, the patient's catheter treatment report is obtained, and the catheter treatment report is displayed and interactively operated on the display terminal.

[0015] Preferably, the data management backup unit includes: Data acquisition module, used to: Obtain the catheter monitoring data, and build a data center for each data category based on the monitoring indicators, and cluster the monitoring data based on the data center to obtain a multi-category monitoring subset; Extract the data features of each category monitoring subset, and select the target visualization chart from the visualization chart library based on the data features; Based on the target visualization chart, the monitoring subsets of the corresponding categories are visualized respectively, and a data update interface is configured for each target visualization chart based on the chart visualization result; Based on the data update interface, the chart visualization results are dynamically updated in real time according to the real-time monitoring data. At the same time, the patient care data is obtained and converted into the affiliated identity tags; Anomaly detection module for: Identify the real-time dynamically updated chart visualization results based on the attached identity tags, and determine the standard threshold corresponding to each category detection subset based on the preset care standard; Generate a standard baseline based on a standard threshold, and overlay and display the standard baseline in a chart visualization result based on the identity tagging result; Based on the superimposed display results, the relative floating relationship between each category of monitoring subset and the standard baseline is determined in real time, and the abnormal points in each category of monitoring subset are determined based on the relative floating relationship; Display and alarm module for: Based on the abnormal points, the corresponding category of data cache is accessed to extract the corresponding abnormal monitoring data, and the abnormal monitoring data is automatically entered into the preset report to obtain the alarm report; Feedback the alarm report to the display terminal for display and alarm.

[0016] Preferably, the catheter care unit comprises: The task assignment result reading module is used to read the nursing task assignment results after assigning nursing tasks according to the nursing plan formulated for the patient, determine the task workload of each assigned nursing staff, and at the same time, obtain the work efficiency of each nursing staff; The first calculation module is used to calculate the target time for each nursing staff to complete the corresponding task workload according to the task workload of each nursing staff and the work efficiency of each nursing staff; ; in, Indicates The target time for each nursing staff to complete the corresponding task workload; Indicates The workload of each nursing staff member; Indicates the ordinal value of the nursing staff; Indicates The efficiency of nursing staff; represents a natural constant, with a value of 2.71; Indicates Logarithmic function with base ; Indicates The influencing factor of the nursing staff in performing nursing tasks, and the value range is (0.01, 0.02); The second calculation module is used to calculate the time balance when allocating tasks to each nursing staff according to the target time for each nursing staff to complete the task workload; ;in, Indicates the time balance when allocating tasks to each nursing staff; represents the total number of nursing staff; It represents the mean time to complete the total nursing tasks; The third calculation module is used to obtain the priority order when allocating each nursing staff, and calculate the task priority compliance when allocating nursing tasks to each nursing staff according to the priority order when allocating each nursing staff; When the two are equal, it is 1, otherwise it is 0; Indicates the degree of compliance with task priority when allocating nursing tasks; Indicates the expected order of priority for each nursing staff member to be assigned; Indicates the actual priority order for each nursing staff member to be assigned; Evaluation modules for: Rating the rationality of the allocation of nursing tasks for the patient care plan based on the time balance when allocating tasks to each nursing staff and the compliance with the task priority when allocating nursing tasks to each nursing staff; When the time balance when allocating tasks to each nursing staff is greater than the preset time balance threshold and the task priority compliance when allocating nursing tasks to each nursing staff is greater than the preset task priority compliance threshold, it is determined that the rationality of the nursing task allocation for the patient's nursing plan is the first level; When the time balance when allocating tasks to each nursing staff member is equal to the preset time balance threshold and the task priority compliance when allocating nursing tasks to each nursing staff member is equal to the preset task priority compliance threshold, it is determined that the rationality of the nursing task allocation for the patient's nursing plan is the second level; Otherwise, the reasonableness of the allocation of nursing tasks for the patient's care plan is judged to be the third level; The alarm module is used to perform an alarm operation when it is determined that the rationality of the nursing task allocation for the patient's nursing plan is at the third level.

[0017] Compared with the prior art, the present invention has the following beneficial effects: 1. In the clinical catheter structured nursing record information management system provided by the present invention, each step corresponds to a specific link of catheter treatment. This detailed management method helps to improve the standardization and safety of nursing operations, and can record patient nursing data in real time during task allocation and execution.

[0018] 2. The clinical catheter structured nursing record information management system provided by the present invention has a systematic and structured information storage and retrieval method, which enables medical staff to quickly locate all relevant information of the patient, thereby improving work efficiency. The key parameters such as pressure, position, flow, temperature and pH value of the catheter are monitored in real time through the smart chip, which significantly improves the accuracy and real-time nature of the data compared with the traditional manual recording method. This high-precision and high-frequency monitoring helps to discover potential problems in a timely manner, thereby optimizing the treatment plan. Nursing staff can quickly understand the status of the catheter based on the real-time monitoring data provided by the smart chip. Through big data analysis, the rules of catheter use, problem trends and optimization directions can be revealed, promoting continuous improvement of clinical practice, and systematic data recording and management make the nursing process traceable.

[0019] 3. The clinical catheter structured nursing record information management system provided by the present invention digitally records standard catheter statistical data, abnormal monitoring data, catheter removal data, and nursing staff's processing results, removal reasons and processes, etc., ensuring the accuracy and traceability of the data. The standardized nursing process and data entry requirements also reduce the risk of operational errors. The structured data recording method makes data analysis and statistics easier and more efficient.

[0020] 4. By clustering the obtained catheter monitoring data, the monitoring data can be effectively classified. At the same time, the data characteristics of each category of monitoring subsets are determined, and the corresponding target visualization chart is selected according to the data characteristics. Secondly, the corresponding category of monitoring subsets are visualized through the selected target visualization chart, and the real-time monitoring data is dynamically updated in the chart visualization result in real time, so as to effectively understand the data value of each category of monitoring subsets. At the same time, the chart visualization results of different patients are distinguished and marked according to the patient's nursing data. Finally, the standard threshold corresponding to each category of detection subset is determined according to the preset nursing standard, and the standard baseline is generated according to the marking result and the standard threshold, which provides a reference for abnormal data monitoring. Finally, by real-time monitoring of the relative floating relationship between each category of monitoring subset data and the standard baseline, the abnormal monitoring data can be accurately and effectively locked, and the corresponding display and early warning are carried out in time, which improves the reliability and accuracy of catheter structured nursing information management.

[0021] 5. By determining the task workload and work efficiency of each nursing staff, the target time for each nursing staff to complete the corresponding task workload can be effectively calculated, and then the time balance when assigning tasks to each nursing staff can be accurately calculated. By accurately calculating the task priority compliance when assigning nursing tasks to each nursing staff, and then analyzing the time balance when assigning tasks to each nursing staff and the task priority compliance when assigning nursing tasks to each nursing staff, the rationality of the nursing task allocation for the patient's care plan can be effectively rated, which is conducive to timely grasping the rationality of the nursing task allocation for the patient's care plan, thereby improving the effectiveness and accuracy of nursing record information management. Through the alarm operation, it can be grasped that when the allocation is unreasonable, the nursing task allocation can be adjusted in time to ensure the reasonable arrangement of the task workload of each nursing staff and effectively ensure that the specific responsibilities of each nursing staff are clearly defined. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] Figure 1 It is a schematic diagram of a catheter structured nursing record management unit of the present invention; Figure 2 It is a schematic diagram of the catheter structured nursing record management process of the present invention. DETAILED DESCRIPTION

[0023] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0024] In order to solve the problem that the existing technology does not effectively allocate nursing staff for catheter treatment according to the patient's treatment situation, resulting in the inability to trace the nursing staff later, please refer to Figure 1 and Figure 2 , this embodiment provides the following technical solutions: Clinical catheter structured nursing record information management system, including: Patient information management unit for: The basic information and medical information of the patient are established, and the established basic information and medical information are uniquely coded and labeled, and the patient management data is obtained after the unique coding and labeling; Catheter Care Unit for: Formulate patient care plans based on patient management data, assign nursing tasks based on the formulated patient care plans, and obtain patient care data after the nursing tasks are assigned; Catheter data statistics unit for: Nursing work is performed according to the patient nursing data, and after the nursing work is performed, the monitoring data of the catheter is counted to obtain standard catheter statistical data; Data management backup unit for: Performing data analysis on the statistical data of standard catheters, entering and storing the data after the data analysis, and performing data interactive processing on the entered and stored statistical data of standard catheters; Specifically, through the patient information management unit, the data of each patient in the system can be accurately identified and managed; through the catheter care unit, nursing tasks can be flexibly allocated according to the nursing plan; through the catheter data statistics unit, an efficient and smooth nursing process is formed, reducing the impact of human factors on nursing quality; and through the data management backup unit, automated data analysis and abnormality troubleshooting reduce errors in human judgment.

[0025] Patient information management unit, including: Information building module, used to: The patient's basic information includes personal identity information and social security information, of which the social security information includes the medical reimbursement account number and social security number; Patients’ medical information includes medical records, diagnosis information, treatment information, test result information, and cost information; Both basic information and medical information are retrieved from the database.

[0026] Patient information encoding module, used for: Uniquely encode the patient's basic information and medical information; First, generate a unique identification code based on the patient’s ID card based on the basic information; A unique identification code is generated and uniquely coded with the medical information. The unique code includes the medical date and a random serial number. The generated unique code is verified for uniqueness, and after the verification is qualified, the unique coding number of the patient's basic information and medical information is obtained; The unique coding number obtained is marked as patient management data.

[0027] Specifically, the accuracy of the patient's basic information is ensured through the patient information establishment module, especially the detailed records of personal identity information and social security information, which effectively avoids confusion or misreporting caused by information errors. The patient information coding module uses the ID card as the basis to generate a unique identification code, and combines it with the medical information to generate a unique code containing the medical date and random serial number. This greatly enhances the uniqueness of the patient's information, so that each patient's data in the system can be accurately identified and managed. The systematic and structured information storage and retrieval method enables medical staff to quickly locate all relevant information of the patient, including historical medical records, diagnostic information, treatment information, etc., thereby improving work efficiency. By encoding patient information, the patient's personal privacy is effectively protected and the risk of sensitive information leakage is reduced.

[0028] Catheter Care Unit, including: Care planning module for: Evaluate patient management data, including health assessment and risk assessment; Confirm the patient's nursing diagnosis based on the assessment results. The nursing diagnosis is the patient's current health problem or potential health problem. Confirm nursing measures for patients based on nursing diagnosis results; Nursing measures include preventing catheter slippage, preventing infection, and handling abnormal conditions; After the nursing measures are confirmed, the patient will receive a nursing plan.

[0029] Nursing task allocation module for: Assign nursing tasks according to the established nursing plan; Among them, nursing staff will be confirmed according to the nursing plan, and nursing staff will be directly assigned or assigned in shifts; Steps are assigned according to nursing staff, and each step of catheter treatment is divided into steps for each nursing staff; Patient care data is obtained after step assignment is completed.

[0030] Specifically, through comprehensive health assessment and risk assessment, a deep understanding of the patient's condition is ensured. This systematic assessment method helps to identify all health problems and potential risks of the patient, providing a solid foundation for the formulation of subsequent nursing measures. Based on the assessment results, the nursing plan formulation module can accurately confirm the patient's nursing diagnosis. These nursing diagnoses directly target the patient's current or potential health problems, making the nursing measures more targeted and effective. According to the nursing diagnosis results, nursing measures containing detailed information such as specific catheter models, drug names, and operation sites can be generated. This personalized nursing measure can better meet the actual needs of patients, and nursing tasks can be flexibly allocated according to the nursing plan. Whether it is direct allocation or shift allocation, it can ensure that the workload of each nurse is reasonably arranged to avoid overwork or waste of resources. Through step allocation, the specific responsibilities of each nurse are clearly defined. Each step corresponds to a specific link of catheter treatment. This detailed management method helps to improve the standardization and safety of nursing operations, and can record patient care data in real time during task allocation and execution. These data provide valuable information support for the continuous improvement of nursing quality, which helps to identify and solve problems and optimize nursing processes.

[0031] In order to solve the problem that the existing technology does not have a systematic data record of the entire catheter process, including personnel allocation, catheter inspection and catheter monitoring, which leads to the inability to obtain the detailed information of the patient during the catheter treatment process in a timely manner, please refer to Figure 1 and Figure 2 , this embodiment provides the following technical solutions: Catheter data statistics unit, including: Catheter execution inspection module for: The catheter models are confirmed based on the patient care data, including gastric tubes, urinary catheters, PICC, CVC, trachea and drainage tubes of various specialties; At the same time, smart chips are installed in gastric tubes, urinary catheters, PICC, CVC, trachea and drainage tubes. The smart chips are used to track the use of the catheters. When the catheters are in use, the smart chips will record and transmit the monitoring data in real time. After the catheter model is confirmed, the catheter operation rules will be formulated, including the catheterization process, catheterization time, catheterization length, fixation method, drainage fluid properties and catheter status; After the catheter operation rules are confirmed, the patient's catheterization event is confirmed, and health education is carried out according to the catheterization event. Health education is to inform the patient of catheter-related precautions according to the patient's nursing plan, and the education effect is recorded; After health education is completed, complete the patient's catheter execution inspection.

[0032] Catheter monitoring statistics module for: After the catheter execution check is completed, the nursing staff performs the catheter clinical treatment; During treatment, the nursing staff regularly observes and records the catheter's fixation, insertion length, position, patency, drainage fluid properties, and maintenance; At the same time, the smart chip in the catheter monitors the treatment process in real time, where the monitoring data includes the parameter data of the catheter's pressure, position, flow, temperature and pH value; Transmit the catheter's real-time monitoring data to the processing center for data unification; Data statistics are to unify the real-time monitoring data of the catheter with the patient care data. After the unification is completed, the patient's real-time catheter monitoring data is obtained and marked as standard catheter statistical data.

[0033] Specifically, the catheter model (such as gastric tube, urinary catheter, PICC, CVC, trachea, drainage tube, etc.) is automatically confirmed through patient care data, which improves the accuracy and efficiency of selection and reduces the possibility of human error. This intelligent confirmation method can ensure that each patient gets the most suitable catheter type for their condition. The built-in smart chip in the catheter can record and transmit the use of the catheter in real time, including information such as location and status, providing medical staff with instant and accurate catheter monitoring data. Through the monitoring of the smart chip, the use status of the catheter can be accurately grasped, such as whether it is in place, whether it has shifted or fallen off, so as to timely discover and deal with problems. According to the specific situation of the patient and the type of catheter, detailed catheter operation rules are formulated, including the catheterization process, catheterization time, catheterization length, fixation method, drainage fluid properties, etc., to ensure the standardization and consistency of catheter operation. Before the patient is catheterized, the patient and medical staff are reminded to pay attention to related contraindications according to the content of the health education module, which effectively prevents adverse events caused by not understanding the precautions for the use of catheters. The detailed record of the entire catheter process not only provides important reference information for medical staff, but also helps to trace and analyze when adverse events occur, so as to continuously improve the nursing process. The catheter execution inspection module closely connects various links such as catheter model confirmation, smart chip monitoring, operation rule formulation, and catheterization time warning, forming an efficient and smooth nursing process. This process-based management method not only improves work efficiency, but also reduces the impact of human factors on nursing quality. The key parameters of the catheter, such as pressure, position, flow, temperature and pH value, are monitored in real time through the smart chip. Compared with the traditional manual recording method, the accuracy and real-time nature of the data are significantly improved. This high-precision and high-frequency monitoring helps to discover potential problems in a timely manner, thereby optimizing the treatment plan. Nursing staff can quickly understand the status of the catheter, such as fixation, insertion length, position, and patency, based on the real-time monitoring data provided by the smart chip, which reduces the frequency and time of manual inspections and improves the efficiency of nursing work. After unifying the real-time monitoring data with the patient care data, a comprehensive and detailed catheter statistical data is formed, which provides a rich basis for decision-making for medical staff. Standardized catheter statistical data provides valuable information for clinical research and data analysis. Through big data analysis, the rules of catheter use, problem trends and optimization directions can be revealed, and the continuous improvement of clinical practice can be promoted. Systematic data recording and management make the nursing process traceable, which helps to quickly locate the cause when problems arise, improve nursing measures, and reduce the occurrence of medical accidents.

[0034] In order to solve the problem that the existing technology does not conduct more systematic data analysis on the patient's catheter data, which results in the nursing staff and patients being unable to understand the condition in time, please refer to Figure 1 and Figure 2 , this embodiment provides the following technical solutions: The data management backup unit is also used for: Perform data analysis on the statistical data of standard catheters, and the data analysis is to check for abnormalities in the real-time monitoring data of the catheters; Confirm abnormal monitoring data in real-time monitoring data based on the investigation results; Display abnormal monitoring data and alarm on the display terminal; Nursing staff handle abnormalities according to the alarm prompts and record the results; If there are no abnormalities and the catheter treatment is completed, the nursing staff will remove the catheter and record the reasons and process of removal; Entering standard catheter statistical data, abnormal monitoring data in the standard catheter statistical data, and catheter removal data, and storing the data after entering; At the same time, provide feedback consultation and health guidance to patients, record the feedback consultation and health guidance, and store them; Finally, the patient's catheter treatment report is obtained, and the catheter treatment report is displayed and interactively operated on the display terminal.

[0035] Specifically, through real-time monitoring and data analysis, abnormal conditions in the use of catheters, such as abnormal pressure and position deviation, can be discovered in time, so as to respond quickly and take corresponding measures, effectively reduce the occurrence of complications, improve nursing efficiency and quality, and digitally record standard catheter statistical data, abnormal monitoring data, catheter removal data, and nursing staff's treatment results, removal reasons and processes, etc., to ensure the accuracy and traceability of the data, and provide a solid foundation for medical quality control and scientific research. Patients can understand their own catheter conditions in real time, obtain personalized nursing advice through feedback consultation and health guidance, enhance patient participation and satisfaction, and promote patient recovery. Automated data analysis and abnormality troubleshooting reduce errors in human judgment. At the same time, standardized nursing processes and data entry requirements also reduce the risk of operational errors. Structured data recording methods make data analysis and statistics easier and more efficient, providing rich data resources for nursing research, clinical research, etc. By displaying catheter treatment reports and interactive operations on display terminals, patients and their families can more intuitively understand the treatment process and effects, and enhance communication and trust between doctors and patients.

[0036] Specifically, the data management backup unit includes: Data acquisition module, used to: Obtain the catheter monitoring data, and build a data center for each data category based on the monitoring indicators, and cluster the monitoring data based on the data center to obtain a multi-category monitoring subset; Extract the data features of each category monitoring subset, and select the target visualization chart from the visualization chart library based on the data features; Based on the target visualization chart, the monitoring subsets of the corresponding categories are visualized respectively, and a data update interface is configured for each target visualization chart based on the chart visualization result; Based on the data update interface, the chart visualization results are dynamically updated in real time according to the real-time monitoring data. At the same time, the patient care data is obtained and converted into the affiliated identity tags; Anomaly detection module for: Identify the real-time dynamically updated chart visualization results based on the attached identity tags, and determine the standard threshold corresponding to each category detection subset based on the preset care standard; Generate a standard baseline based on a standard threshold, and overlay and display the standard baseline in a chart visualization result based on the identity tagging result; Based on the superimposed display results, the relative floating relationship between each category of monitoring subset and the standard baseline is determined in real time, and the abnormal points in each category of monitoring subset are determined based on the relative floating relationship; Display and alarm module for: Based on the abnormal points, the corresponding category of data cache is accessed to extract the corresponding abnormal monitoring data, and the abnormal monitoring data is automatically entered into the preset report to obtain the alarm report; Feedback the alarm report to the display terminal for display and alarm.

[0037] In this embodiment, the monitoring indicators are known in advance, that is, the types of monitoring data and the data characteristics corresponding to each monitoring type are known when the catheter is monitored.

[0038] In this embodiment, the data center may be a data feature that can distinguish different data categories, for example, a value range, etc.

[0039] In this embodiment, the multi-category monitoring subset may be a collection of data of multiple different categories obtained after classifying (clustering) the monitoring data according to the data center.

[0040] In this embodiment, the data feature may be the data value situation or data component composition situation corresponding to each category monitoring subset.

[0041] In this embodiment, the visualization icon library is known in advance and stores a plurality of different types of visualization chart templates.

[0042] In this embodiment, the target visualization chart may be a chart suitable for each category monitoring subset.

[0043] In this embodiment, the data update interface is used to update and display the monitored real-time monitoring data in the target visualization chart.

[0044] In this embodiment, the attached identity tag may be a marker symbol that converts the patient care data into a symbol that can represent the patient's identity, in order to distinguish the chart visualization results of different patients.

[0045] In this embodiment, the preset nursing standard is known in advance and is used to characterize the normal value range corresponding to each category of monitoring data when caring for the patient, that is, the corresponding standard threshold value.

[0046] In this embodiment, the standard baseline may be a reference line generated according to a standard threshold value, and is a basis for monitoring whether the patient currently has abnormal monitoring data.

[0047] In this embodiment, the relative floating relationship may be the value relationship between each category monitoring subset and the standard baseline.

[0048] In this embodiment, an abnormal point may be a data point where the value of the monitoring data in each category of monitoring subset does not meet the standard baseline range.

[0049] In this embodiment, the data cache is a space used to temporarily store each category of monitoring data.

[0050] In this embodiment, the preset report is set in advance and is a report template for generating early warning information.

[0051] The working principle and beneficial effects of the above technical solution are: by clustering the obtained catheter monitoring data, the monitoring data can be effectively classified. At the same time, the data characteristics of each category of monitoring subsets are determined, and the corresponding target visualization chart is selected according to the data characteristics. Secondly, the corresponding category of monitoring subsets are visualized through the selected target visualization chart, and the real-time monitoring data is dynamically updated in the chart visualization result in real time, so as to effectively understand the data value of each category of monitoring subsets. At the same time, the chart visualization results of different patients are distinguished and marked according to the patient's nursing data. Finally, the standard threshold corresponding to each category of detection subset is determined according to the preset nursing standard, and the standard baseline is generated according to the marking result and the standard threshold, which provides a reference for abnormal data monitoring. Finally, by real-time monitoring of the relative floating relationship between each category of monitoring subsets and the standard baseline, the abnormal monitoring data can be accurately and effectively locked, and the corresponding display and warning are carried out in time, thereby improving the reliability and accuracy of catheter structured nursing information management.

[0052] Specifically, the catheter care unit includes: The task assignment result reading module is used to read the nursing task assignment results after assigning nursing tasks according to the nursing plan formulated for the patient, determine the task workload of each assigned nursing staff, and at the same time, obtain the work efficiency of each nursing staff; The first calculation module is used to calculate the target time for each nursing staff to complete the corresponding task workload according to the task workload of each nursing staff and the work efficiency of each nursing staff; ;in, Indicates The target time for each nursing staff to complete the corresponding task workload; Indicates The workload of each nursing staff member; Indicates the ordinal value of the nursing staff; Indicates The efficiency of nursing staff; represents a natural constant, with a value of 2.71; Indicates Logarithmic function with base ; Indicates The influencing factor of the nursing staff in performing nursing tasks, and the value range is (0.01, 0.02); The second calculation module is used to calculate the time balance when allocating tasks to each nursing staff according to the target time for each nursing staff to complete the task workload; ;in, Indicates the time balance when allocating tasks to each nursing staff; represents the total number of nursing staff; It represents the mean time to complete the total nursing tasks; The third calculation module is used to obtain the priority order when allocating each nursing staff, and calculate the task priority compliance when allocating nursing tasks to each nursing staff according to the priority order when allocating each nursing staff; If the two are equal, it is 1, otherwise it is 0; in, Indicates the degree of compliance with task priority when allocating nursing tasks; Indicates the expected order of priority for each nursing staff member to be assigned; Indicates the actual priority order for each nursing staff member to be assigned; Evaluation modules for: Rating the rationality of the allocation of nursing tasks for the patient care plan based on the time balance when allocating tasks to each nursing staff and the compliance with the task priority when allocating nursing tasks to each nursing staff; When the time balance when allocating tasks to each nursing staff is greater than the preset time balance threshold and the task priority compliance when allocating nursing tasks to each nursing staff is greater than the preset task priority compliance threshold, it is determined that the rationality of the nursing task allocation for the patient's nursing plan is the first level; When the time balance when allocating tasks to each nursing staff member is equal to the preset time balance threshold and the task priority compliance when allocating nursing tasks to each nursing staff member is equal to the preset task priority compliance threshold, it is determined that the rationality of the nursing task allocation for the patient's nursing plan is the second level; Otherwise, the reasonableness of the allocation of nursing tasks for the patient's care plan is judged to be the third level; The alarm module is used to perform an alarm operation when it is determined that the rationality of the nursing task allocation for the patient's nursing plan is at the third level.

[0053] In this embodiment, the influencing factors may include: the working ability of the nursing staff, the medical equipment required for nursing, etc., thereby causing the influencing coefficient on the workload of each nursing staff when completing the corresponding task, which is a value set in advance based on experience.

[0054] In this embodiment, middle represents the expected priority order function; represents the actual priority order function; Represents each corresponding caregiver in the priority sequence (that is, an element in the priority sequence).

[0055] In this embodiment, the first level indicates that the rationality of the nursing task allocation for the patient's nursing plan is optimal, and as the level increases, the rationality decreases.

[0056] In this embodiment, the preset time balance threshold and the preset task priority compliance threshold are both set in advance and are used to implement a measurement standard for rating the rationality of nursing task allocation for a patient nursing plan.

[0057] In this embodiment, the alarm operation may include one or more of sound, light and vibration.

[0058] The working principle and beneficial effects of the above technical solution are: by determining the task workload and work efficiency of each nursing staff, the target time for each nursing staff to complete the corresponding task workload can be effectively calculated, and then the time balance when assigning tasks to each nursing staff can be accurately calculated, and then by analyzing the time balance when assigning tasks to each nursing staff and the task priority compliance when assigning nursing tasks to each nursing staff, the rationality of the allocation of nursing tasks for the patient's nursing plan can be effectively rated, which is conducive to timely grasping the rationality of the allocation of nursing tasks for the patient's nursing plan, thereby improving the effectiveness and accuracy of nursing record information management, and through the alarm operation, it can be grasped that when the allocation is unreasonable, the allocation of nursing tasks can be adjusted in time to ensure the reasonable arrangement of the task workload of each nursing staff and effectively ensure that the specific responsibilities of each nursing staff are clearly defined.

[0059] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device.

[0060] While the embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that many changes, modifications, substitutions and variations can be made to the embodiments without departing from the principles and spirit of the invention.

Claims

1. Clinical catheter structured nursing record information management system, characterized by: include: Patient information management unit for: The basic information and medical information of the patient are established, and the established basic information and medical information are uniquely coded and labeled, and the patient management data is obtained after the unique coding and labeling; Catheter Care Unit for: Formulate patient care plans based on patient management data, assign nursing tasks based on the formulated patient care plans, and obtain patient care data after the nursing tasks are assigned; Catheter data statistics unit for: Nursing work is performed according to the patient nursing data, and after the nursing work is performed, the monitoring data of the catheter is counted to obtain standard catheter statistical data; Data management backup unit for: The statistical data of the standard catheters are analyzed, entered and stored after the data analysis, and the entered and stored statistical data of the standard catheters are processed interactively.

2. The clinical catheter structured nursing record information management system according to claim 1, characterized in that: The patient information management unit comprises: Information building module, used to: The patient's basic information includes personal identity information and social security information, of which the social security information includes the medical reimbursement account number and social security number; Patients’ medical information includes medical records, diagnosis information, treatment information, test result information, and cost information; Both basic information and medical information are retrieved from the database.

3. The clinical catheter structured nursing record information management system according to claim 2, characterized in that: The patient information management unit further includes: Patient information encoding module, used for: Uniquely encode the patient's basic information and medical information; First, generate a unique identification code based on the patient’s ID card based on the basic information; A unique identification code is generated and uniquely coded with the medical information. The unique code includes the medical date and a random serial number. The generated unique code is verified for uniqueness, and after the verification is qualified, the unique coding number of the patient's basic information and medical information is obtained; The unique coding number obtained is marked as patient management data.

4. The clinical catheter structured nursing record information management system according to claim 3, characterized in that: The catheter care unit comprises: Care planning module for: Evaluate patient management data, including health assessment and risk assessment; Confirm the patient's nursing diagnosis based on the assessment results. The nursing diagnosis is the patient's current health problem or potential health problem. Confirm nursing measures for patients based on nursing diagnosis results; Nursing measures include preventing catheter slippage, preventing infection, and handling abnormal conditions; After the nursing measures are confirmed, the patient will receive a nursing plan.

5. The clinical catheter structured nursing record information management system according to claim 4, characterized in that: The catheter care unit further comprises: Nursing task allocation module for: Assign nursing tasks according to the established nursing plan; Among them, nursing staff will be confirmed according to the nursing plan, and nursing staff will be directly assigned or assigned in shifts; Steps are assigned according to nursing staff, and each step of catheter treatment is divided into steps for each nursing staff; Patient care data is obtained after step assignment is completed.

6. The clinical catheter structured nursing record information management system according to claim 5, characterized in that: The catheter data statistics unit comprises: Catheter execution inspection module for: The catheter models are confirmed based on the patient care data, including gastric tubes, urinary catheters, PICC, CVC, trachea and drainage tubes of various specialties; At the same time, smart chips are installed in gastric tubes, urinary catheters, PICC, CVC, trachea and drainage tubes. The smart chips are used to track the use of the catheters. When the catheters are in use, the smart chips will record and transmit the monitoring data in real time. After the catheter model is confirmed, the catheter operation rules will be formulated, including the catheterization process, catheterization time, catheterization length, fixation method, drainage fluid properties and catheter status; After the catheter operation rules are confirmed, the patient's catheterization event is confirmed, and health education is carried out according to the catheterization event. Health education is to inform the patient of catheter precautions according to the patient's nursing plan and record the education effect; After the health education is completed, complete the record check.

7. The clinical catheter structured nursing record information management system according to claim 6, characterized in that: The catheter data statistics unit further includes: Catheter Monitoring Statistics Module for: After the catheter execution check is completed, the nursing staff performs the catheter clinical treatment; During treatment, the nursing staff regularly observes and records the catheter's fixation, insertion length, position, patency, drainage fluid properties, and maintenance; At the same time, the smart chip in the catheter monitors the treatment process in real time, where the monitoring data includes the parameter data of the catheter's pressure, position, flow, temperature and pH value; Transmit the catheter's real-time monitoring data to the processing center for data unification; Data statistics are to unify the real-time monitoring data of the catheter with the patient care data. After the unification is completed, the patient's real-time catheter monitoring data is obtained and marked as standard catheter statistical data.

8. The clinical catheter structured nursing record information management system according to claim 7, characterized in that: The data management and backup unit is further used for: Perform data analysis on the statistical data of standard catheters, and the data analysis is to check for abnormalities in the real-time monitoring data of the catheters; Confirm abnormal monitoring data in real-time monitoring data based on the investigation results; Display abnormal monitoring data and alarm on the display terminal; Nursing staff handle abnormalities according to the alarm prompts and record the results; If there are no abnormalities and the catheter treatment is completed, the nursing staff will remove the catheter and record the reasons and process of removal; Entering standard catheter statistical data, abnormal monitoring data in the standard catheter statistical data, and catheter removal data, and storing the data after entering; At the same time, provide feedback consultation and health guidance to patients, record the feedback consultation and health guidance, and store them; Finally, the patient's catheter treatment report is obtained, and the catheter treatment report is displayed and interactively operated on the display terminal.

9. The clinical catheter structured nursing record information management system according to claim 8, characterized in that: Data management backup unit, including: Data acquisition module, used to: Obtain the catheter monitoring data, and build a data center for each data category based on the monitoring indicators, and cluster the monitoring data based on the data center to obtain a multi-category monitoring subset; Extract the data features of each category monitoring subset, and select the target visualization chart from the visualization chart library based on the data features; Based on the target visualization chart, the monitoring subsets of the corresponding categories are visualized respectively, and a data update interface is configured for each target visualization chart based on the chart visualization result; Based on the data update interface, the chart visualization results are dynamically updated in real time according to the real-time monitoring data. At the same time, the patient care data is obtained and converted into the affiliated identity tags; Anomaly detection module for: Identify the real-time dynamically updated chart visualization results based on the attached identity tags, and determine the standard threshold corresponding to each category detection subset based on the preset care standard; Generate a standard baseline based on a standard threshold, and overlay and display the standard baseline in a chart visualization result based on the identity tagging result; Based on the superimposed display results, the relative floating relationship between each category of monitoring subset and the standard baseline is determined in real time, and the abnormal points in each category of monitoring subset are determined based on the relative floating relationship; Display and alarm module for: Based on the abnormal points, the corresponding category of data cache is accessed to extract the corresponding abnormal monitoring data, and the abnormal monitoring data is automatically entered into the preset report to obtain the alarm report; Feedback the alarm report to the display terminal for display and alarm.

10. A clinical catheter structured nursing record information management system according to claim 1, characterized in that: Catheter Care Unit, including: The task assignment result reading module is used to read the nursing task assignment results after assigning nursing tasks according to the nursing plan formulated for the patient, determine the task workload of each assigned nursing staff, and at the same time, obtain the work efficiency of each nursing staff; The first calculation module is used to calculate the target time for each nursing staff to complete the corresponding task workload according to the task workload of each nursing staff and the work efficiency of each nursing staff; ； in, Indicates The target time for each nursing staff to complete the corresponding task workload; Indicates The workload of each nursing staff member; Indicates the ordinal value of the nursing staff; Indicates The efficiency of nursing staff; represents a natural constant, with a value of 2.71; Indicates Logarithmic function with base ; Indicates The influencing factor of the nursing staff in performing nursing tasks, and the value range is (0.01, 0.02); The second calculation module is used to calculate the time balance when allocating tasks to each nursing staff according to the target time for each nursing staff to complete the task workload; ;in, Indicates the time balance when allocating tasks to each nursing staff; represents the total number of nursing staff; It represents the mean time to complete the total nursing tasks; The third calculation module is used to obtain the priority order when allocating each nursing staff, and calculate the task priority compliance when allocating nursing tasks to each nursing staff according to the priority order when allocating each nursing staff; When the two are equal, it is 1, otherwise it is 0; Indicates the degree of compliance with task priority when allocating nursing tasks; Indicates the expected order of priority for each nursing staff member to be assigned; Indicates the actual priority order for each nursing staff member to be assigned; Evaluation module for: Rating the rationality of the allocation of nursing tasks for the patient care plan based on the time balance when allocating tasks to each nursing staff and the compliance with the task priority when allocating nursing tasks to each nursing staff; When the time balance when allocating tasks to each nursing staff is greater than the preset time balance threshold and the task priority compliance when allocating nursing tasks to each nursing staff is greater than the preset task priority compliance threshold, it is determined that the rationality of the nursing task allocation for the patient's nursing plan is the first level; When the time balance when allocating tasks to each nursing staff member is equal to the preset time balance threshold and the task priority compliance when allocating nursing tasks to each nursing staff member is equal to the preset task priority compliance threshold, it is determined that the rationality of the nursing task allocation for the patient's nursing plan is the second level; Otherwise, the reasonableness of the allocation of nursing tasks for the patient's care plan is judged to be the third level; The alarm module is used to perform an alarm operation when it is determined that the rationality of the nursing task allocation for the patient's nursing plan is at the third level.

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