Patient archive value evaluation system based on internal medicine of traditional Chinese medicine
By designing a security management system for Chinese medicine diagnosis and treatment based on cloud computing, the problem that the digital information system of Chinese medicine diagnosis and treatment cannot be effectively integrated and analyzed is solved, and efficient management and analysis of Chinese medicine diagnosis and treatment data is realized, which can intelligently identify high-value patient groups and provide effective help to the hospital.
Patent Information
- Application Number
- CN202411606563.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-11
- Publication Date
- 2025-03-25
- Estimated Expiration
- Not applicable · inactive patent
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Figure CN119694468A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of archive management, and in particular to a patient archive value evaluation system based on traditional Chinese medicine internal medicine. Background Art
[0002] Archives management is crucial in the value assessment system of TCM internal medicine patient archives. It is responsible for collecting, organizing, storing and maintaining patient archives. It ensures the integrity and accuracy of archives and facilitates access and analysis at any time. Efficient archives management provides a reliable basis for medical research and clinical decision-making, and improves the quality of medical services.
[0003] The invention patent with application number 202410368997.X discloses a cloud computing-based TCM diagnosis and treatment data security management system, which is characterized by including an original database, an information collection module, a cloud server, a diagnosis and treatment analysis module, a project communication module, a communication tracking module, a data optimization module and a blockchain module; the original database is used to capture TCM health information data of users with various constitutions from the big data open source library; the TCM health information data includes routine physical examination item data, TCM constitution type data, TCM viscera status assessment data, TCM health status data, TCM sub-health status data, psychological status related assessment data and quality of life Related evaluation data; the information collection module is connected to the user end, and is used to collect the TCM diagnosis and treatment data of the user end, and upload the collected TCM diagnosis and treatment data to the cloud server for data exchange, update and iteration: the TCM diagnosis and treatment data includes the identity information of the port user, personal health information and user behavior portrait data; the diagnosis and treatment analysis module is used to analyze and process the data in the original database and cloud server from multiple angles based on the deep learning algorithm, so as to provide corresponding diagnosis and treatment service items according to the different health status of individuals; the user end accesses the cloud server, checks the diagnosis and treatment service items provided by the diagnosis and treatment analysis module, and selects several diagnosis and treatment service items to execute according to its own situation.
[0004] The application aims to solve the problem that "the current digital information system for TCM diagnosis and treatment is not perfect, and it is still unable to effectively integrate, manage and analyze a large amount of real-time monitoring data, medical health records, environmental and social data generated by TCM's unique technologies (diagnostic methods such as observation, auscultation, questioning and palpation); at the same time, it is unable to classify users according to their execution of diagnosis and treatment service items, thereby intelligently identifying high-value patient groups and providing effective help for the expansion and operation of hospitals; based on the above deficiencies, the present invention proposes a cloud computing-based TCM diagnosis and treatment data security management system."
[0005] However, existing patient medical record data are often stored for the main purpose of recording. In terms of TCM internal medicine clinical practice, a considerable portion of these historical patient medical record data are of reference value, but there is currently no technology that can evaluate the value of patient medical records.
[0006] To this end, we proposed a patient file value assessment system based on TCM internal medicine. Summary of the invention
[0007] In view of the above-mentioned shortcomings of the prior art, the present invention provides a patient file value assessment system based on traditional Chinese medicine internal medicine, which solves the technical problems raised in the above-mentioned background technology.
[0008] To achieve the above objectives, the present invention is implemented through the following technical solutions:
[0009] The present invention discloses a patient file value evaluation system based on traditional Chinese medicine internal medicine, comprising: a control terminal, which is the main control terminal of the system and is used to issue an execution command; an input module, which is used to input patient medical records and store the patient medical records; an upload module, which is used to upload the medical records of the current patient and use the uploaded medical records of the current patient as the system processing target; a picking module, which is used to pick up the patient medical records with reference value for the patient corresponding to the medical records of the current patient in the input module; a weighting module, which is used to receive the medical records of each part-time patient with reference picked up by the picking module and configure a value weight for each patient medical record; a queue module, which is used to obtain the value weight configured for each part-time patient medical record with reference by the weighting module, and arrange the patient medical records with reference value picked up by the picking module in descending order based on the weight size; an output module, which is used to receive the patient medical records with reference value arranged in descending order in the queue module and feed back the patient medical records with reference value arranged in descending order to the system end user;
[0010] Among them, when the output module feeds back the patient medical records of reference value in descending order to the system user, the mobile computer held by the system user is used as the feedback target, and the system user reads the patient medical records of reference value in descending order on the mobile computer.
[0011] Furthermore, the input module is provided with submodules at the lower level, including:
[0012] An evaluation unit, used for traversing the patient medical records inputted in the input module, and evaluating the value of the patient medical records based on the contents of the patient medical records;
[0013] A selection unit is used to receive the patient medical record value evaluation results in the evaluation unit, and select the target patient medical records to be discarded and retained based on the evaluation results;
[0014] Among them, the content of the patient's medical record includes: the patient's confirmed disease, the patient's medication information, the patient's recovery period, other diseases diagnosed during the patient's recovery period, and the patient's age. The patient's medication information includes: the name of the drug, the frequency of taking each type of drug. After the selection unit selects the target patient's medical records to be discarded and retained, the input module further performs the storage operation of the patient's medical records, and only stores the target patient's medical records selected to be retained.
[0015] Furthermore, the evaluation logic of the patient's medical record value in the evaluation unit is expressed as:
[0016]
[0017] In the formula: p is the value of the patient's medical record; N is the mortality rate of the patient's diagnosed disease; q is the number of other diseases diagnosed during the patient's recovery period; T is the patient's age; n is the total number of drugs taken by the patient during the recovery period; is the average frequency of medication taken by patients during the recovery period; t is the recovery period of patients;
[0018] Among them, when the selection unit selects the target patient medical records to be discarded and retained, it sets a set of value judgment values, denoted as p′. For the patient medical record value performance value p not less than p′, the corresponding patient medical record is judged as the target patient medical record to be retained; for the patient medical record value performance value p less than p′, the corresponding patient medical record is judged as the target patient medical record to be discarded.
[0019] Furthermore, the medical records of the current patient uploaded in the upload module are manually edited and uploaded by the system end user, and the contents of the medical records of the current patient are consistent with the contents of the medical records of the patient;
[0020] During the operation phase of the upload module, after uploading the medical records of the current patient, the medical records of the patient stored in the input module are synchronously searched for a medical record of the patient that is completely consistent with the medical record of the current patient. When a medical record of the patient that is consistent with the medical record of the current patient is retrieved, the process ends. When a medical record of the patient that is consistent with the medical record of the current patient is not retrieved, the medical record of the current patient is stored. After the medical record of the current patient is complete, it is synchronously sent to the input module, and based on the processing of the submodules of the input module, the complete medical record of the current patient is discarded or retained.
[0021] Among them, the patient recovery period in the current patient's medical record is in a waiting-to-be-written state, and the patient recovery period in the current patient's medical record is manually written by the system user within the current patient's recovery period.
[0022] Furthermore, the picking module is provided with a submodule at a lower level, including:
[0023] An analysis unit, used for analyzing the similarity between the current patient medical records and the patient medical records stored in the input module;
[0024] Among them, the setting unit sets a judgment threshold for patient medical records with reference value. After analyzing the similarity between each patient medical record and the current patient medical record, the analysis module compares the similarity with the judgment threshold, and takes the patient medical records corresponding to the similarity within the judgment threshold as patient medical records with reference value. The picking module further picks up the patient medical records with reference value in the input module.
[0025] Furthermore, the similarity between the patient's medical records in the analysis module and the current patient's medical records is calculated by the following formula:
[0026] S=S s ×ω1+S t ×ω2;
[0027] Where: S is the similarity between the patient's medical records and the current patient's medical records; S s , S t is the similarity between the patient's medical records and the current patient's medical records at the semantic and structural levels; ω1 and ω2 are weights;
[0028] Among them, the sum of weights ω1 and ω2 is 1, and ω1 is always greater than ω2. When calculating the similarity between the patient's medical record and the current patient's medical record, the rehabilitation period in the patient's medical record and the current patient's medical record is not considered.
[0029] Furthermore, the similarity between the patient's medical records and the current patient's medical records at the semantic and structural levels is calculated by the following formula:
[0030]
[0031] Where: The semantic vector of the patient's medical records and the current patient's medical records; For vector Model; F a,i 、F b,i It is the structural feature vector of the patient's medical records and the current patient's medical records;
[0032] Among them, the semantic vectors of the patient's medical records and the current patient's medical records are output through the BERT pre-trained language model, and the structural feature vectors of the patient's medical records and the current patient's medical records are output through the SVM algorithm.
[0033] Furthermore, when configuring the value weight for the patient's medical records in the weighting module, the following is followed:
[0034] The value weight is greater than zero and less than one;
[0035] The smaller the difference between the patient's age in the patient's medical record and the patient's age in the current patient's medical record, the greater the value weight value of the patient's medical record configuration;
[0036] The value weights of any group of patient medical records are customized by the system user.
[0037] Furthermore, the picking module, the weighting module and the queue module are provided with submodules at the lower level, including:
[0038] A storage unit, used for storing the patient consultation file queues arranged in descending order in the queue module;
[0039] Among them, when the picking module picks up the same patient medical file in the descending patient medical file queue stored in the storage unit during subsequent operation, the corresponding descending patient medical file queue in the storage unit is directly transmitted to the output module, replacing the operation of receiving the descending patient medical file with reference value in the queue module in the output module.
[0040] Furthermore, the control terminal is interactively connected to an input module via a wireless network, the input module is interactively connected to an evaluation unit and a selection unit via a wireless network, the input module is interactively connected to an upload module and a picking module via a wireless network, the picking module is interactively connected to an analysis unit via a wireless network, the picking module is interactively connected to a weighting module, a queue module and an output module via a wireless network, and the picking module, weighting module and queue module are interactively connected to a storage unit via a wireless network.
[0041] Compared with the known public technology, the technical solution provided by the present invention has the following beneficial effects:
[0042] The present invention provides a patient file value evaluation system based on traditional Chinese medicine internal medicine. During operation, the system analyzes the value of the patient's medical records and provides a certain number of other patients' medical records with reference value for the consulting doctor, thereby assisting the doctor in making a more efficient and accurate judgment on the patient's condition.
[0043] During the operation of the system, after evaluating the value of the patient's medical records, the system can adaptively output the patient's medical records in the form of a queue, thereby facilitating the reading of patient medical records for reference by traditional Chinese medicine practitioners and helping doctors to quickly accumulate experience in diagnosing and treating patients' diseases. BRIEF DESCRIPTION OF THE DRAWINGS
[0044] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the prior art descriptions are briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention, and for ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.
[0045] Figure 1 This is a schematic diagram of the structure of a patient file value evaluation system based on traditional Chinese medicine internal medicine. DETAILED DESCRIPTION
[0046] In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the technical solution in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are 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.
[0047] The present invention will be further described below in conjunction with the embodiments.
[0048] Embodiment 1:
[0049] This embodiment is a patient file value assessment system based on traditional Chinese medicine internal medicine, such as Figure 1 As shown, including:
[0050] The control terminal is the main control terminal of the system and is used to issue execution commands;
[0051] An input module is used to input and store the medical records of patients in the Department of Traditional Chinese Medicine;
[0052] The input module is equipped with submodules, including:
[0053] An evaluation unit, used for traversing the medical records of TCM internal medicine patients inputted in the input module, and evaluating the value of the medical records of TCM internal medicine patients based on the contents of the medical records;
[0054] A selection unit is used to receive the value evaluation results of the medical records of patients in the TCM internal medicine department in the evaluation unit, and select the target medical records of patients in the TCM internal medicine department to be discarded and retained based on the evaluation results;
[0055] Among them, the contents of the medical records of TCM internal medicine patients include: confirmed diseases of TCM internal medicine patients, medication information of TCM internal medicine patients, recovery period of TCM internal medicine patients, other diseases diagnosed during the recovery period of TCM internal medicine patients, and age of TCM internal medicine patients. The medication information of TCM internal medicine patients includes: drug names, and the frequency of taking various drugs. After the selection unit selects the target TCM internal medicine patient medical records to be discarded and retained, the input module further performs the storage operation of the TCM internal medicine patient medical records, and only stores the target TCM internal medicine patient medical records selected for retention;
[0056] The evaluation logic of the value of TCM internal medicine patient records in the evaluation unit is expressed as follows:
[0057]
[0058] In the formula: p is the performance value of the medical records of TCM internal medicine patients; N is the mortality rate of the diseases diagnosed by TCM internal medicine patients; q is the number of other diseases diagnosed during the recovery period of TCM internal medicine patients; T is the age of TCM internal medicine patients; n is the total number of types of drugs taken by TCM internal medicine patients during the recovery period; is the average frequency of taking medicines during the recovery period of patients with TCM internal medicine; t is the recovery period of patients with TCM internal medicine;
[0059] Wherein, when selecting the target TCM internal medicine patient medical records to be discarded and retained, the selection unit sets a set of value judgment values, recorded as p′, and for the TCM internal medicine patient medical records whose value performance value p is not less than p′, the TCM internal medicine patient medical records are judged as the target TCM internal medicine patient medical records to be retained, and for the TCM internal medicine patient medical records whose value performance value p is less than p′, the TCM internal medicine patient medical records are judged as the target TCM internal medicine patient medical records to be discarded;
[0060] The upload module is used to upload the medical records of the current TCM internal medicine patients, and take the uploaded medical records of the current TCM internal medicine patients as the system processing target;
[0061] A picking module is used to pick up the TCM internal medicine patient medical records that are of reference value to the TCM internal medicine patient medical records in the input module;
[0062] The picking module is provided with submodules at the lower level, including:
[0063] An analysis unit, used for analyzing the similarity between the current TCM internal medicine patient's medical records and the TCM internal medicine patient's medical records stored in the input module;
[0064] Among them, the setting unit sets a judgment threshold for the medical records of TCM internal medicine patients with reference value. After analyzing the similarity between the medical records of each TCM internal medicine patient and the medical records of the current TCM internal medicine patient, the analysis module compares the similarity with the judgment threshold, and takes the medical records of TCM internal medicine patients with the similarity within the judgment threshold as the medical records of TCM internal medicine patients with reference value. The picking module further picks up the medical records of TCM internal medicine patients with reference value in the input module;
[0065] The empowerment module is used to receive the medical records of each part-time TCM internal medicine patient picked up by the collection module and assign a value weight to each TCM internal medicine patient's medical record;
[0066] The queue module is used to obtain the value weights configured by the weighting module for each TCM internal medicine patient medical records with reference value, and to sort the TCM internal medicine patient medical records with reference value picked up by the picking module in descending order based on the weights;
[0067] The output module is used to receive the TCM internal medicine patient medical records that are arranged in descending order and have reference value from the queue module, and feed back the TCM internal medicine patient medical records that are arranged in descending order and have reference value to the system end user;
[0068] When the output module feeds back the medical records of TCM patients with reference value in descending order to the system end user, the mobile computer held by the system end user is used as the feedback target, and the system end user reads the medical records of TCM patients with reference value in descending order on the mobile computer;
[0069] The similarity between the medical records of TCM internal medicine patients in the analysis module and the medical records of current TCM internal medicine patients is calculated by the following formula:
[0070] S=S s ×ω1+S t ×ω2;
[0071] Where: S is the similarity between the medical records of TCM internal medicine patients and the current medical records of TCM internal medicine patients; S s , S t is the similarity between the medical records of TCM internal medicine patients and the medical records of current TCM internal medicine patients at the semantic and structural levels; ω1 and ω2 are weights;
[0072] Among them, the sum of weights ω1 and ω2 is 1, and ω1 is always greater than ω2. When calculating the similarity between the medical records of TCM internal medicine patients and the medical records of current TCM internal medicine patients, the recovery period in the medical records of TCM internal medicine patients and the medical records of current TCM internal medicine patients is not considered;
[0073] The similarity between the medical records of TCM internal medicine patients and the medical records of current TCM internal medicine patients at the semantic and structural levels is calculated by the following formula:
[0074]
[0075] Where: The semantic vectors of the medical records of patients in the Department of Traditional Chinese Medicine and the current medical records of patients in the Department of Traditional Chinese Medicine; For vector Model; F a,i 、F b,i It is the structural feature vector of the medical records of patients in TCM internal medicine and the current medical records of patients in TCM internal medicine;
[0076] Among them, the semantic vectors of the medical records of TCM internal medicine patients and the current medical records of TCM internal medicine patients are output through the BERT pre-trained language model, and the structural feature vectors of the medical records of TCM internal medicine patients and the current medical records of TCM internal medicine patients are output through the SVM algorithm;
[0077] The picking module, weighting module and queue module are provided with submodules, including:
[0078] A storage unit, used to store the consultation file queues of TCM internal medicine patients in descending order in the queue module;
[0079] Among them, in the subsequent operation process, when the picking module picks up the same TCM internal medicine patient medical records in the TCM internal medicine patient medical records queue stored in the storage unit in descending order, the corresponding TCM internal medicine patient medical records queue in the storage unit in descending order is directly transmitted to the output module, replacing the operation of receiving the TCM internal medicine patient medical records with reference value in the descending order in the queue module in the output module;
[0080] The control terminal is interactively connected to the input module through a wireless network, the input module is interactively connected to the evaluation unit and the selection unit through a wireless network, the input module is interactively connected to the upload module and the picking module through a wireless network, the picking module is interactively connected to the analysis unit through a wireless network, the picking module is interactively connected to the weighting module, the queue module and the output module through a wireless network, and the picking module, the weighting module and the queue module are interactively connected to the storage unit through a wireless network.
[0081] In this embodiment, the control terminal controls the input module to run and input the medical records of TCM internal medicine patients, stores the medical records of TCM internal medicine patients, the evaluation unit synchronously traverses the medical records of TCM internal medicine patients input in the input module, evaluates the value of the medical records of TCM internal medicine patients based on the contents of the medical records of TCM internal medicine patients, the selection unit receives the medical records of TCM internal medicine patients from the evaluation unit in real time, selects the target medical records of TCM internal medicine patients to be discarded and retained based on the evaluation result, the upload module further uploads the medical records of the current TCM internal medicine patients, takes the uploaded medical records of the current TCM internal medicine patients as the system processing target, and then the picking module picks up the medical records of the current TCM internal medicine patients in the input module that have reference value for the medical records of the TCM internal medicine patients corresponding to the TCM internal medicine patients. The medical records of TCM internal medicine patients, the analysis unit synchronously analyzes the similarity between the medical records of the current TCM internal medicine patients and the medical records of the TCM internal medicine patients stored in the input module, the weighting module is post-operated to receive the medical records of each reference part-time TCM internal medicine patient picked up by the picking module, and configures a value weight for each TCM internal medicine patient medical record, and finally obtains the value weight configured for each reference part-time TCM internal medicine patient medical record by the weighting module through the queue module, and arranges the TCM internal medicine patient medical records with reference value picked up by the picking module in descending order based on the weight size, the output module runs to receive the TCM internal medicine patient medical records with reference value arranged in descending order in the queue module, and feeds back the TCM internal medicine patient medical records with reference value arranged in descending order to the system end user.
[0082] Through the operation of the system in the above embodiment, we can bring intelligent value assessment to the patient medical records in the field of TCM Internal Medicine. This process can not only help us identify and retain those TCM Internal Medicine patient medical records with important value, but also provide TCM Internal Medicine physicians with disease diagnosis assistance in actual operation, so as to further accumulate and enrich diagnostic experience. Through this intelligent evaluation mechanism, doctors can use patients' medical records more efficiently, improve the accuracy and efficiency of diagnosis, and also better manage and utilize these valuable medical data resources.
[0083] Embodiment 2:
[0084] In terms of specific implementation, based on Example 1, this example refers to Figure 1 A patient file value assessment system based on TCM internal medicine in Example 1 is further described in detail:
[0085] The medical records of the current TCM internal medicine patients uploaded in the upload module are manually edited and uploaded by the system end user. The contents of the medical records of the current TCM internal medicine patients are consistent with those of the TCM internal medicine patients.
[0086] During the operation stage of the upload module, after uploading the medical records of the current TCM internal medicine patient, the medical records of the TCM internal medicine patient stored in the input module are synchronously searched for the medical records of the TCM internal medicine patient that are completely consistent with the medical records of the current TCM internal medicine patient. When the medical records of the TCM internal medicine patient that are consistent with the medical records of the current TCM internal medicine patient are retrieved, the process ends. When the medical records of the TCM internal medicine patient that are consistent with the medical records of the current TCM internal medicine patient are not retrieved, the medical records of the current TCM internal medicine patient are stored. After the medical records of the current TCM internal medicine patient are complete, they are synchronously sent to the input module, and based on the sub-module processing of the input module, the complete medical records of the current TCM internal medicine patient are discarded or retained.
[0087] Among them, the TCM Internal Medicine patient's recovery period in the TCM Internal Medicine patient's medical records is in a waiting-to-be-written state. The TCM Internal Medicine patient's recovery period in the TCM Internal Medicine patient's medical records is manually written by the system end user within the TCM Internal Medicine patient's recovery period.
[0088] When configuring value weights for TCM internal medicine patient records in the weighting module, the following applies:
[0089] The value weight is greater than zero and less than one;
[0090] The smaller the difference between the age of the TCM internal medicine patient in the TCM internal medicine patient's medical records and the age of the TCM internal medicine patient in the current TCM internal medicine patient's medical records, the greater the value weight value of the TCM internal medicine patient's medical records configuration;
[0091] The value weights of any group of TCM internal medicine patient medical records are customized by the system users.
[0092] In this embodiment, through the above detailed settings and configurations, we provide a more in-depth and comprehensive system operation logic and data support for the system in Example 1. Such improvements ensure that the system in Example 1 can operate more stably and efficiently, thereby performing more accurate and valuable data evaluation on the medical records of patients in traditional Chinese medicine. In this way, we not only improve the operating efficiency of the system, but also enhance the analysis and processing capabilities of patient file information, so that the function of the entire system has been significantly improved.
[0093] In summary, during the operation of the system in the above embodiment, by analyzing the value of the medical records of TCM internal medicine patients, the system provides the consulting doctor with a certain number of medical records of other TCM internal medicine patients with reference value as a reference, thereby assisting the doctor in making a more efficient and accurate judgment on the condition of TCM internal medicine patients; and during the operation of the system, after evaluating the value of the medical records of TCM internal medicine patients, the medical records of TCM internal medicine patients can be adaptively output in the form of a queue, thereby facilitating the doctor's reading of the reference medical records of TCM internal medicine patients, and further helping the doctor to quickly accumulate experience in the diagnosis and treatment of TCM internal medicine patients' diseases.
[0094] The above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit the same. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that the technical solutions described in the aforementioned embodiments may still be modified, or some of the technical features may be replaced by equivalents. Such modifications or replacements will not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims
1. A patient file value assessment system based on traditional Chinese medicine internal medicine, characterized in that: include: The control terminal is the main control terminal of the system and is used to issue execution commands; An input module is used to input and store patient medical records; The upload module is used to upload the medical records of the current patient and take the uploaded medical records of the current patient as the system processing target; A picking module, used to pick up the patient medical records of reference value corresponding to the current patient medical records in the input module; The weighting module is used to receive the medical records of each reference part-time patient picked up by the collection module and assign a value weight to each patient's medical record; The queue module is used to obtain the value weights configured by the weighting module for each patient medical record with reference value, and to sort the patient medical records with reference value picked up by the picking module in descending order based on the weights; The output module is used to receive the patient medical records with reference value arranged in descending order from the queue module, and feed back the patient medical records with reference value arranged in descending order to the system end user; Among them, when the output module feeds back the patient medical records of reference value in descending order to the system user, the mobile computer held by the system user is used as the feedback target, and the system user reads the patient medical records of reference value in descending order on the mobile computer.
2. According to claim 1, a patient file value assessment system based on TCM internal medicine is characterized in that: The input module is provided with submodules at the lower level, including: An evaluation unit, used for traversing the patient medical records inputted in the input module, and evaluating the value of the patient medical records based on the contents of the patient medical records; A selection unit is used to receive the patient medical record value evaluation results in the evaluation unit, and select the target patient medical records to be discarded and retained based on the evaluation results; Among them, the content of the patient's medical record includes: the patient's confirmed disease, the patient's medication information, the patient's recovery period, other diseases diagnosed during the patient's recovery period, and the patient's age. The patient's medication information includes: the name of the drug, the frequency of taking each type of drug. After the selection unit selects the target patient's medical records to be discarded and retained, the input module further performs the storage operation of the patient's medical records, and only stores the target patient's medical records selected to be retained.
3. A patient file value assessment system based on TCM internal medicine according to claim 2, characterized in that: The evaluation logic of the patient's medical record value in the evaluation unit is expressed as: In the formula: p is the value of the patient's medical record; N is the mortality rate of the patient's diagnosed disease; q is the number of other diseases diagnosed during the patient's recovery period; T is the patient's age; n is the total number of drugs taken by the patient during the recovery period; is the average frequency of medication taken by patients during the recovery period; t is the recovery period of patients; Among them, when the selection unit selects the target patient medical records to be discarded and retained, it sets a set of value judgment values, denoted as p′. For the patient medical record value performance value p not less than p′, the corresponding patient medical record is judged as the target patient medical record to be retained; for the patient medical record value performance value p less than p′, the corresponding patient medical record is judged as the target patient medical record to be discarded.
4. A patient file value assessment system based on TCM internal medicine according to claim 1, characterized in that: The medical records of the current patient uploaded in the upload module are manually edited and uploaded by the system end user, and the contents of the medical records of the current patient are consistent with the contents of the patient's medical records; During the operation phase of the upload module, after uploading the medical records of the current patient, the medical records of the patient stored in the input module are synchronously searched for a medical record of the patient that is completely consistent with the medical record of the current patient. When a medical record of the patient that is consistent with the medical record of the current patient is retrieved, the process ends. When a medical record of the patient that is consistent with the medical record of the current patient is not retrieved, the medical record of the current patient is stored. After the medical record of the current patient is complete, it is synchronously sent to the input module, and based on the processing of the submodules of the input module, the complete medical record of the current patient is discarded or retained. Among them, the patient recovery period in the current patient's medical record is in a waiting-to-be-written state, and the patient recovery period in the current patient's medical record is manually written by the system user within the current patient's recovery period.
5. According to claim 1, a patient file value assessment system based on traditional Chinese medicine internal medicine is characterized in that: The picking module is provided with submodules at the lower level, including: An analysis unit, used for analyzing the similarity between the current patient medical records and the patient medical records stored in the input module; Among them, the setting unit sets a judgment threshold for patient medical records with reference value. After analyzing the similarity between each patient medical record and the current patient medical record, the analysis module compares the similarity with the judgment threshold, and takes the patient medical records corresponding to the similarity within the judgment threshold as patient medical records with reference value. The picking module further picks up the patient medical records with reference value in the input module.
6. A patient file value assessment system based on TCM internal medicine according to claim 1, characterized in that: The similarity between the patient's medical records in the analysis module and the current patient's medical records is calculated using the following formula: S=S s ×ω1+S t ×ω2; Where: S is the similarity between the patient's medical records and the current patient's medical records; S s , S t is the similarity between the patient's medical records and the current patient's medical records at the semantic and structural levels; ω1 and ω2 are weights; Among them, the sum of weights ω1 and ω2 is 1, and ω1 is always greater than ω2. When calculating the similarity between the patient's medical record and the current patient's medical record, the rehabilitation period in the patient's medical record and the current patient's medical record is not considered.
7. A patient file value assessment system based on TCM internal medicine according to claim 6, characterized in that: The similarity between the patient's medical records and the current patient's medical records at the semantic and structural levels is calculated using the following formula: Where: The semantic vector of the patient's medical records and the current patient's medical records; For vector Model; F a,i 、F b,i It is the structural feature vector of the patient's medical records and the current patient's medical records; Among them, the semantic vectors of the patient's medical records and the current patient's medical records are output through the BERT pre-trained language model, and the structural feature vectors of the patient's medical records and the current patient's medical records are output through the SVM algorithm.
8. According to claim 1, a patient file value assessment system based on TCM internal medicine is characterized in that: The weighting module configures the value weight for the patient's medical records in accordance with: The value weight is greater than zero and less than one; The smaller the difference between the patient's age in the patient's medical record and the patient's age in the current patient's medical record, the greater the value weight value of the patient's medical record configuration; The value weights of any group of patient medical records are customized by the system user.
9. A patient file value assessment system based on TCM internal medicine according to claim 1, characterized in that: The picking module, weighting module and queue module are provided with submodules at the lower level, including: A storage unit, used for storing the patient consultation file queues arranged in descending order in the queue module; Among them, when the picking module picks up the same patient medical file in the descending patient medical file queue stored in the storage unit during subsequent operation, the corresponding descending patient medical file queue in the storage unit is directly transmitted to the output module, replacing the operation of receiving the descending patient medical file with reference value in the queue module in the output module.
10. A patient file value assessment system based on TCM internal medicine according to claim 1, characterized in that: The control terminal is interactively connected to an input module via a wireless network, the input module is interactively connected to an evaluation unit and a selection unit via a wireless network, the input module is interactively connected to an upload module and a picking module via a wireless network, the picking module is interactively connected to an analysis unit via a wireless network, the picking module is interactively connected to a weighting module, a queue module and an output module via a wireless network, and the picking module, weighting module and queue module are interactively connected to a storage unit via a wireless network.
Citation Information
Patent Citations
Traditional Chinese medicine diagnosis and treatment data security management system based on cloud computing
CN118299052A