Clinical nursing data sharing system

Abstract

The invention discloses a clinical nursing data sharing system, which is characterized in that information data of each department is collected and then preprocessed, the preprocessed information is compressed, a network speed coefficient correspondingly distributed in the information transmission process of each department is output through a constructed sharing transmission network distribution model, the total network speed is matched and distributed, and under the condition that the network setting is not changed, the network speed of each department is matched and distributed. Meanwhile, the verification process is not limited to the size consistency of data packets, the concept of verification coefficients is introduced, the verification reliability is improved, and the problems that on one hand, an existing medical information system does not have a mutual verification function before and after transmission summarization, and on the other hand, during simultaneous transmission, the verification efficiency is greatly improved are solved. And unbalanced network speed distribution of each family is easy to cause the problem of network lagging.

Description

Technical Field

[0001] The present invention relates to the technical field of medical data processing, and in particular to a clinical nursing data sharing system. Background Art

[0002] With the development of medical technology, the amount of clinical nursing data is increasing, and the need to share and summarize patient care information among departments of medical institutions is becoming more and more urgent.

[0003] However, existing medical information systems generally have the following problems: 1. When the medical data of multiple departments need to be shared and aggregated on the general information platform, due to the limitation of transmission channels, the transmission of multi-department information at the same time is likely to cause information confusion, so mutual verification after transmission is crucial; 2. Due to the limitations of the network's own settings, when multiple subjects of information are transmitted simultaneously, the uneven distribution of network speeds in each subject can easily cause network jams and lead to packet loss. Summary of the invention

[0004] The purpose of this section is to summarize some aspects of embodiments of the present invention and briefly introduce some preferred embodiments. Some simplifications or omissions may be made in this section and the specification abstract and the invention title of this application to avoid blurring the purpose of this section, the specification abstract and the invention title, and such simplifications or omissions cannot be used to limit the scope of the present invention.

[0005] In view of the above-mentioned problems existing in the existing medical information system, the present invention is proposed.

[0006] Therefore, the technical problem solved by the present invention is to solve the problem that the existing medical information system, on the one hand, does not have the mutual verification function before and after transmission aggregation, and on the other hand, when transmitting simultaneously, the uneven distribution of network speeds in various subjects easily causes network jams.

[0007] To solve the above technical problems, the present invention provides the following technical solutions: a clinical nursing data sharing system, comprising the following components: an information acquisition module, used to collect patient data in each department, wherein the patient data in each department includes n groups of information; a data processing module, wirelessly connected to the information acquisition module, and performing data preprocessing on the information in each group after obtaining the patient data; a compression statistics module, connected to the data processing module, and performing data compression after obtaining the preprocessed patient data of each department, and synchronously counting the size of the corresponding data packet of each department and the number of information groups in the packet; a network allocation module, connected to the compression statistics module, and obtaining the size of each data packet and the number of information groups contained therein, constructing a shared transmission network allocation model, and after inputting each information, outputting the network speed coefficient corresponding to the information transmission process of each department; a network speed matching module, connected to the network allocation module, and performing network speed allocation according to the network speed coefficient corresponding to each department obtained; a transmission module, constructing a blockchain center, transmitting the information of each department according to the allocated network speed, and sharing it to the general information platform.

[0008] As a preferred solution of the clinical nursing data sharing system described in the present invention, each of the n groups of information collected by the information collection module specifically includes: patient information, disease analysis and drug use status.

[0009] As a preferred solution of the clinical nursing data sharing system described in the present invention, the data processing module performs data preprocessing on the information in each group, specifically including the following steps: data cleaning, data conversion, data verification and data integration.

[0010] As a preferred solution of the clinical nursing data sharing system of the present invention, the shared transmission network allocation model constructed is specifically:

[0011] Among them, δ i is the network speed coefficient assigned to the i-th department, A1 is the data packet size corresponding to the first department, and A m is the data packet size corresponding to the mth department, m is the number of departments, A i is the data packet size corresponding to the i-th department, n i is the number of information groups in the data packet corresponding to the i-th department, and 0.97, 1.21 and -1 are adjustment constants.

[0012] As a preferred solution of the clinical nursing data sharing system of the present invention, the network speed matching module refers to the following formula when allocating network speed according to the network speed coefficient corresponding to each department obtained:

[0013] Among them, S i is the network speed assigned to the i-th department, δ i is the network speed coefficient assigned to the i-th department, S 总 The total network speed.

[0014] As a preferred solution of the clinical nursing data sharing system described in the present invention, wherein: the transmission module also includes a verification unit after transmission, the verification unit counts the size of each data packet currently summarized and the number of information groups contained therein, the verification unit is connected to the network allocation module data signal to obtain the size of each data packet before transmission and the number of information groups contained therein; wherein the verification unit verifies the consistency before and after transmission summary, including the following steps: S1: obtain the verification coefficient before transmission; S2: obtain the verification coefficient after transmission; S3: compare the consistency of the verification coefficients in S1 and S2, when the verification coefficients are consistent, define the current transmission as complete.

[0015] As a preferred solution of the clinical nursing data sharing system of the present invention, the verification coefficient is obtained by the following formula:

[0016] Among them, ε i is the verification coefficient in the information transmission process of the i-th department, A i is the data packet size corresponding to the i-th department, n i is the number of information groups in the data packet corresponding to the i-th department.

[0017] Beneficial effects of the present invention: The present invention provides a clinical nursing data sharing system, which collects information data from each department and then performs preprocessing, compresses the preprocessed information, and outputs the network speed coefficient corresponding to the information transmission process of each department through a constructed shared transmission network allocation model, matches and allocates the total network speed, and improves the transmission efficiency when the network settings remain unchanged. At the same time, the verification process of the present invention is not only limited to the size consistency of the data packet, but also introduces the concept of verification coefficient, which improves the reliability of verification and solves the problems that the existing medical information system, on the one hand, does not have the mutual verification function before and after transmission aggregation, and on the other hand, when transmitting at the same time, the uneven distribution of network speeds in each department easily causes network jams. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the following briefly introduces the drawings required for describing the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative labor. Among them: Figure 1This is a system module diagram of the clinical nursing data sharing system provided by the present invention.

[0019] Figure 2 A flow chart of a method for a verification unit provided by the present invention to verify the consistency of a transmission summary before and after. DETAILED DESCRIPTION

[0020] In order to make the above-mentioned purposes, features and advantages of the present invention more obvious and easy to understand, the specific implementation methods of the present invention are described in detail below in conjunction with the drawings of the specification. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary persons in the art without creative work should fall within the scope of protection of the present invention.

[0021] The existing medical information systems generally have the following problems: 1. When the medical data of multiple departments need to be shared and aggregated on the general information platform, due to the limitation of transmission channels, the transmission of multi-department information at the same time is likely to cause information confusion, so mutual verification after transmission is crucial; 2. Due to the limitations of the network's own settings, when multiple subjects of information are transmitted simultaneously, the uneven distribution of network speeds in each subject can easily cause network jams and lead to packet loss.

[0022] Therefore, please refer to Figure 1 The present invention provides a clinical nursing data sharing system, comprising the following components: The information collection module 100 is used to collect patient data in each department, wherein the patient data in each department includes n sets of information; The data processing module 200 is wirelessly connected to the information acquisition module 100, and performs data preprocessing on the information in each group after acquiring the patient data; The compression statistics module 300 is connected to the data processing module 200, obtains the pre-processed patient data of each department, performs data compression, and simultaneously calculates the size of the corresponding data packet of each department and the number of information groups in the packet; The network allocation module 400 is connected with the compression statistics module 300 to obtain the size of each data packet and the number of information groups contained therein, build a shared transmission network allocation model, and after inputting each information, output the network speed coefficient corresponding to the information transmission process of each department; The network speed matching module 500 is data-connected with the network allocation module 400, and performs network speed allocation according to the network speed coefficients corresponding to each department; The transmission module (600) constructs a blockchain center, transmits information from each department according to the allocated network speed, and shares it on the general information platform.

[0023] It should be noted that the collection steps, data transmission steps, data compression steps, data calculation steps and data statistics steps involved in the present invention are all direct applications of existing conventional means and will not be elaborated on herein.

[0024] Specifically, each of the n groups of information collected by the information collection module 100 specifically includes: patient information, disease analysis and medication usage.

[0025] Specifically, the data processing module 200 performs data preprocessing on the information in each group, which specifically includes the following steps: data cleaning, data conversion, data verification and data integration.

[0026] It should be noted that: 1. Data Cleaning Remove invalid data: Identify and delete incomplete, erroneous or duplicate data records.

[0027] Standardization: unify data formats, such as date and time formats, unit conversions, etc.

[0028] Outlier processing: Identify and process outliers in the data to ensure data quality by deleting or correcting them.

[0029] 2. Data Validation Data completeness verification: Ensure that all required data fields are filled and there are no missing values.

[0030] Data accuracy verification: Checks whether the data conforms to the expected logical and numerical ranges.

[0031] 3. Data Transformation Data encoding: Convert categorical data into numerical encoding, such as One-Hot Encoding.

[0032] Feature scaling: Normalize or standardize numerical data, such as Min-Max standardization, Z-score standardization, etc.

[0033] 4. Data Integration Merge datasets: Combine datasets from different sources into a single dataset for unified analysis.

[0034] Data matching: Identifying and merging data fields that have the same meaning but different representations.

[0035] Furthermore, the shared transmission network allocation model constructed is specifically as follows:

[0036] Among them, δ i is the network speed coefficient assigned to the i-th department, A1 is the data packet size corresponding to the first department, and A m is the data packet size corresponding to the mth department, m is the number of departments, A i is the data packet size corresponding to the i-th department, n i is the number of information groups in the data packet corresponding to the i-th department, and 0.97, 1.21 and -1 are adjustment constants.

[0037] It should be noted that when generating a shared transmission network allocation model, the first thing to consider is the difference in data packet size between departments. This is the basic condition. Therefore, the first item of the model of the present invention creatively introduces the concept of norm optimization to express the degree of difference. In addition, the second item of the model of the present invention reflects the overall proportion of a single individual, which is actually a further optimization of the degree of differentiation of the first item. The third item of the model of the present invention represents the degree of influence of the data group on the overall network speed. When there are more data groups, the network speed should be slower in theory, and the network speed adaptation ratio should be improved accordingly. Therefore, the present invention uses -1 as an adjustment constant for the third item to save computing power as much as possible while expressing the influence.

[0038] Furthermore, the network speed matching module 500 refers to the following formula when allocating network speed according to the network speed coefficients corresponding to each department obtained:

[0039] Among them, S i is the network speed assigned to the i-th department, δ i is the network speed coefficient assigned to the i-th department, S 总 The total network speed.

[0040] Furthermore, the transmission module 600 further includes a verification unit after transmission, the verification unit counts the size of each currently summarized data packet and the number of information groups contained therein, and the verification unit is connected to the network allocation module 400 by data signal to obtain the size of each data packet before transmission and the number of information groups contained therein; Among them, see Figure 2 ,The verification unit verifies the consistency before and after the transmission summary, including the following steps: S1: Get the verification coefficient before transmission; S2: Get the verification coefficient after transmission; S3: Compare the consistency of the verification coefficients in S1 and S2. When the verification coefficients are consistent, it is defined that the current transmission is complete.

[0041] Specifically, the verification coefficient is obtained by the following formula:

[0042] Among them, ε i is the verification coefficient in the information transmission process of the i-th department, A i is the data packet size corresponding to the i-th department, n i is the number of information groups in the data packet corresponding to the i-th department.

[0043] It should be noted that, when multiple departments transmit corresponding information data to the general platform for aggregation, it is inevitable that the size of the data packets will be consistent. At this time, if the verification is based solely on the size of the data packets, it is inevitable that wrong statistics will occur. Considering the single correspondence of the data is a condition to ensure the complete transmission of the data. The present invention creatively introduces the concept of verification coefficient by comprehensively considering the actual situation while saving computing power, realizes the optimal consistency correspondence at the lowest cost, improves the reliability of verification, and solves the problem that the existing medical information system does not have the mutual verification function before and after transmission aggregation.

[0044] In order to verify the technical effect of the present invention, the following simulation test is now carried out: Test verification process: 1. Preparation stage: Several typical departments (such as internal medicine, surgery, pediatrics, obstetrics and gynecology, etc.) were selected as test subjects.

[0045] Collect patient data from each department to ensure that the data is sufficient and representative.

[0046] Determine the network transmission speed for each department.

[0047] 2. Implementation phase: The clinical nursing data sharing system provided by the present invention is used to pre-process and compress the data of each department.

[0048] The constructed shared transmission network allocation model outputs the network speed coefficient corresponding to the information transmission process of each department.

[0049] While keeping the network settings unchanged, transmit the data of each department to the overall information platform.

[0050] 3. Verification phase: Use the verification unit to obtain the verification coefficients before and after the transfer.

[0051] Compare and verify the consistency of the coefficients to determine whether the data transmission is complete.

[0052] Record the transmission time and network status (such as whether there is any lag).

[0053] 4. Data collection and analysis phase: Collect key data during the transmission process, including data packet size, number of information groups, transmission time, etc.

[0054] Analyze data to assess transmission efficiency and reliability.

[0055] Data table display: Department Packet size before transmission (MB) Data packet size after transmission (MB) Number of information groups before transmission Number of information groups after transmission Transfer time (seconds) Network freeze times Verify coefficient consistency Internal Medicine 150 150 1000 1000 ≈20 0 yes surgical 180 180 1200 1200 ≈25 1 yes Pediatrics 130 130 800 800 ≈15 0 yes Obstetrics and Gynecology 160 160 1100 1100 ≈22 0 yes The packet size before transmission and the packet size after transmission show the effect of data preprocessing and compression.

[0056] The number of packets before transmission and the number of packets after transmission verify the integrity of the data transmission.

[0057] The transfer time shows how efficiently the data is transferred.

[0058] The number of network freezes shows how the system performs under network load.

[0059] Verification coefficient consistency indicates the reliability of data transmission.

[0060] Through the above test verification process and data tables, it can be clearly seen that the clinical nursing data sharing system of the present invention has excellent technical effects in terms of transmission efficiency, reliability and network stability.

[0061] The present invention provides a clinical nursing data sharing system, which collects information data from various departments and then performs preprocessing, compresses the preprocessed information, and outputs the network speed coefficient corresponding to the information transmission process of each department through a constructed shared transmission network allocation model, matches and allocates the total network speed, and improves the transmission efficiency when the network settings remain unchanged. At the same time, the verification process of the present invention is not only limited to the size consistency of the data packet, but also introduces the concept of verification coefficient, which improves the reliability of verification and solves the problems that the existing medical information system does not have a mutual verification function before and after transmission aggregation, and on the other hand, when transmitting at the same time, the uneven distribution of network speeds in various departments easily causes network jams.

[0062] It should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the preferred embodiments, those skilled in the art should understand that the technical solutions of the present invention may be modified or replaced by equivalents without departing from the spirit and scope of the technical solutions of the present invention, which should all be included in the scope of the claims of the present invention.

Claims

1. A clinical nursing data sharing system, characterized in that: Includes the following components: An information collection module (100) is used to collect patient data from various departments, wherein the patient data from each department includes n sets of information; A data processing module (200) is wirelessly connected to the information acquisition module (100) and performs data preprocessing on the information in each group after acquiring the patient data; The compression statistics module (300) is data-connected to the data processing module (200), obtains the pre-processed patient data of each department, performs data compression, and simultaneously calculates the size of the corresponding data packet of each department and the number of information groups in the packet; The network allocation module (400) is connected to the compression statistics module (300) to obtain the size of each data packet and the number of information groups contained therein, to construct a shared transmission network allocation model, and after inputting each information, to output the network speed coefficient corresponding to the information transmission process of each department; A network speed matching module (500) is connected to the network allocation module (400) for allocating network speeds according to the network speed coefficients corresponding to the acquired departments; The transmission module (600) constructs a blockchain center, transmits information from each department according to the allocated network speed, and shares it on the general information platform.

2. The clinical nursing data sharing system according to claim 1, characterized in that: Each of the n groups of information collected by the information collection module (100) specifically includes: patient information, disease condition analysis and drug usage.

3. The clinical nursing data sharing system according to claim 2, characterized in that: The data processing module (200) performs data preprocessing on the information in each group, specifically comprising the following steps: data cleaning, data conversion, data verification and data integration.

4. The clinical nursing data sharing system according to claim 3, characterized in that: The shared transmission network allocation model constructed is specifically: ； Among them, δ i is the network speed coefficient assigned to the i-th department, A1 is the data packet size corresponding to the first department, and A m is the data packet size corresponding to the mth department, m is the number of departments, A i is the data packet size corresponding to the i-th department, n i is the number of information groups in the data packet corresponding to the i-th department, and 0.97, 1.21 and -1 are adjustment constants.

5. The clinical nursing data sharing system according to claim 4, characterized in that: The network speed matching module (500) refers to the following formula when allocating network speed according to the network speed coefficients corresponding to each department: ； Among them, S i is the network speed assigned to the i-th department, δ i is the network speed coefficient assigned to the i-th department, S 总 The total network speed.

6. The clinical nursing data sharing system according to claim 5, characterized in that: The transmission module (600) further comprises a verification unit after transmission, the verification unit counting the size of each currently aggregated data packet and the number of information groups contained therein, the verification unit being connected to the network allocation module (400) via a data signal to obtain the size of each data packet before transmission and the number of information groups contained therein; The verification unit verifies the consistency before and after the transmission summary, including the following steps: S1: Get the verification coefficient before transmission; S2: Get the verification coefficient after transmission; S3: Compare the consistency of the verification coefficients in S1 and S2. When the verification coefficients are consistent, it is defined that the current transmission is complete.

7. The clinical nursing data sharing system according to claim 6, characterized in that: The verification coefficient is obtained by the following formula: ； Among them, ε i is the verification coefficient in the information transmission process of the i-th department, A i is the data packet size corresponding to the i-th department, n i is the number of information groups in the data packet corresponding to the i-th department.

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