CN113270201A - Medical information data verification method and system and computer readable storage medium - Google Patents
Medical information data verification method and system and computer readable storage medium Download PDFInfo
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Abstract
The invention discloses a medical information data verification method and a system and a computer readable storage medium, wherein the medical information data verification method comprises the following steps: establishing a medical information verification database; acquiring medical information data to be verified; and verifying the medical information data to be verified according to the related rules of the medical information data verification in the medical information verification database. The medical information data verification system comprises: the system comprises a data acquisition module, a database module and a verification module. According to the medical information data verification method and system and the computer readable storage medium, medical information data to be verified are obtained, the medical information data to be verified are verified according to the relevant rules of medical information data verification in the medical information verification database, massive medical information data can be quickly verified, the error rate is reduced, the efficiency is improved, the medical quality is guaranteed, and the loss of patients and hospitals due to medical information data errors is avoided.
Description
Technical Field
The invention relates to the technical field of medical data processing, in particular to a medical information data verification method and system and a computer readable storage medium.
Background
Along with the improvement of the technology and the continuous improvement of the living standard of people, the demand of people on high-level medical treatment is higher and higher, and the medical quality management and control can effectively improve the medical service level and is more and more emphasized.
Medical documents such as medical orders, prescriptions, medical records, medical documents and the like contain a large amount of medical information data, quality control of the medical information data is an important component of medical quality control, errors of the medical documents can cause wrong treatment, harm is brought to patients, and great economic and reputation loss is caused to hospitals. The current medical documents are generally subject to multi-level quality control such as doctor self-examination, department quality control, hospital periodic examination and the like. However, manual verification of a large amount of medical files has huge workload and high error rate, and if software is used for verification, software products in the market at present cannot well adapt to the characteristics of medical information data, so that the verification efficiency is low, and the error rate is high.
Therefore, a method and a system for checking medical information data and a computer-readable storage medium are urgently needed, the medical information data of a hospital can be checked, the checking of massive medical information data can be completed quickly, the error rate is reduced, the efficiency is improved, the medical quality is ensured, and the loss of patients and hospitals caused by the medical information data errors is avoided.
Disclosure of Invention
The main purposes of the invention are: the medical information data verification method and system and the computer readable storage medium are provided, the medical information data to be verified are obtained, the medical information data to be verified are verified according to the relevant rules of medical information data verification in the medical information verification database, the verification of massive medical information data can be completed quickly, the error rate is reduced, the efficiency is improved, the medical quality is guaranteed, and the loss of patients and hospitals due to medical information data errors is avoided.
In order to achieve the above object, the present invention provides a medical information data verification method, including:
establishing a medical information verification database, wherein the medical information verification database comprises a medical information verification multidimensional dictionary and medical information data verification related rules;
acquiring medical information data to be verified;
and verifying the medical information data to be verified according to the related rules of the medical information data verification in the medical information verification database.
According to the medical information data verification method, the relevant rules of the medical information data verification are used for verifying the medical information data of different items/objects/attributes/types/purposes/contents/ranges.
The medical information data verification method as described above, further comprising: and selecting a proper verification model according to different verification purposes and verification services, and verifying the medical information data to be verified by using the corresponding medical information data verification related rules.
The medical information data verification method as described above, further comprising: and giving the standard of the acquired medical service data aiming at different verification purposes and verification services.
The medical information data verification method as described above, further comprising performing standardized conversion on the medical information data to be verified, wherein the standardized conversion includes: at least one of format conversion, unit conversion, language conversion, abbreviation/abbreviation conversion, synonym conversion, dictionary conversion, and conversion of different data structures.
The medical information data verification method as described above, further comprising: and analyzing the reasons for the medical information data which fail to pass the verification, and giving an adjustment/modification/improvement suggestion.
The medical information data verification method as described above, further comprising: setting deviation rates of all the verification results and weights of all the items/objects/attributes according to the verification results of all the items/objects/attributes of the medical information data, and calculating comprehensive deviation rates of the medical information data according to the deviation rates of the verification results of all the items/objects/attributes and the weights of all the items/objects/attributes of the medical information data when the medical information data are verified, wherein the comprehensive verification results comprise: pass/fail/prompt/adjust/modify/refine/complement/feedback/result statistics.
The medical information data verification method further comprises the step of counting verification results, and items and ranges of the counting are selectable; analyzing the reasons for the medical information data which fail to pass the verification, and giving an adjustment/modification/improvement suggestion; and feeding back at least one of the verification result, the reason of failed verification and the statistical result.
The present invention also provides a computer-readable storage medium storing a computer program which, when executed by a processor, implements the steps of the medical information data verification method as described above.
The invention also provides a medical information data verification system, which comprises:
the data acquisition module is used for acquiring medical information data to be verified;
the database module is used for storing a medical information verification database, and the medical information verification database comprises a medical information verification multidimensional dictionary and medical information data verification related rules;
and the verification module is used for verifying the medical information data to be verified according to the relevant rules of the medical information data verification in the medical information verification database.
The invention relates to a medical information data verification method and system and a computer readable storage medium, wherein the medical information data verification method comprises the following steps: establishing a medical information verification database; acquiring medical information data to be verified; and verifying the medical information data to be verified according to the related rules of the medical information data verification in the medical information verification database. The medical information data verification system comprises: the system comprises a data acquisition module, a database module and a verification module. According to the medical information data verification method and system and the computer readable storage medium, medical information data to be verified are obtained, the medical information data to be verified are verified according to the relevant rules of medical information data verification in the medical information verification database, massive medical information data can be quickly verified, the error rate is reduced, the efficiency is improved, the medical quality is guaranteed, and the loss of patients and hospitals due to medical information data errors is avoided.
Drawings
Fig. 1 is a flowchart illustrating a method for verifying medical information data according to a first embodiment of the present invention.
Fig. 2 is a schematic diagram of a medical information data verification system according to a second embodiment of the present invention.
Detailed Description
To further explain the technical means and effects of the present invention adopted to achieve the intended purpose, the following detailed description of the embodiments of the present invention is provided in conjunction with the accompanying drawings and examples.
A first embodiment of the present invention is described with reference to fig. 1. Fig. 1 is a flowchart illustrating a method for verifying medical information data according to a first embodiment of the present invention. As shown in the figure, the medical information data verification method of the present invention includes:
s1: and establishing a medical information verification database.
The medical information verification database may include a medical information verification multidimensional dictionary and associated rules for medical information data verification.
And the medical information verification multi-dimensional dictionary is used for processing matching/comparison of medical information data to be verified and related rules for verifying the medical information data. The medical information verification multi-dimensional dictionary can comprise a standard dictionary, a synonym corresponding dictionary and a fuzzy matching dictionary of medical information verification related element attributes. The comparison between the medical information data to be verified and the relevant rules for verifying the medical information data may be performed by comparing the extracted original information with a dictionary corresponding to a different name, or by converting the original information into a format corresponding to a standard dictionary and then performing the comparison, or by performing fuzzy matching comparison on the original information, or by a mixture of the above methods.
The relevant rules of the medical information data verification are used for verifying the medical information data of different items/objects/attributes/types/purposes/contents/ranges. The method specifically comprises various element attributes related to medical information data verification, values/ranges/calculation methods/sources/limiting conditions/excluding conditions of the element attributes, and interrelations/interconversion/rules/calculation methods among various/various groups/various types of element attributes.
The medical information checking database and the relevant rules for checking the medical information data are established based on various medicine specifications, guidelines, clinical treatment paths, prescription sets, pharmacopoeias, expert consensus, conference disciplines and consensus in the conjunctions of doctors/hospitals/departments, industry specifications, teaching materials, treatises, works, data analysis reports, test reports, detection reports, examination and approval documents, relevant rules, relevant guidance opinions, relevant policies, relevant systems, relevant catalogs, relevant literature data and relevant price regulations, can be established based on a evidence-based medical method, or based on probability speculation of the existing data, can also be established based on various weights/various grades/various sequencing and other sources needing to be set manually, can also be established based on information reforming/information analysis/big data analysis, or can be established through artificial intelligent deep learning, the method can also comprise rules and indexes which are obtained after data mining analysis and manually set after data statistical analysis/artificial intelligence deep learning, so that the method is instructive in the actual use process. The medical information verification database may also be a database built by combining the above methods. The medical information verification database and the related rules of medical information data verification can be continuously updated and adjusted in the using process, and the updating and the adjusting can be manually performed or can be automatically completed through data statistical analysis/artificial intelligence deep learning.
The database can be updated according to versions or can be updated in real time according to actual data. Can be a relational database or a non-relational database; can be a table database or a graph database; the related data may be structured data or unstructured data.
S2: and acquiring medical information data to be verified.
The medical information data to be verified may include medical information data of different items/objects/attributes/types/purposes/contents/ranges, may be extracted from medical service data, or may be obtained by other means.
The medical business data may include: medical orders, medical records, drug calendars, prescriptions, electronic medical records, treatment records, examination orders, laboratory orders, surgical records, billing orders, dispensing records, etc., as well as other medical business data for the healthcare facility system. The medical business data may be electronic data, or an electronic scan of a paper document, or manually entered data, or data obtained by automatic recognition by OCR software. The medical service data can be acquired from the hospital information system or other ways through the data acquisition module, the medical service data can be acquired by directly connecting the hospital information system through the data interface, or the medical service data is extracted from the hospital information system and is sent to the data acquisition module after being sorted.
In the present invention, the purpose and scope of the medical information data verification may be given by a user such as a hospital or a health care management department; the medical information data verification method can automatically select a proper verification range according to the verification purpose and confirm the verification range by the user. The purpose of medical information data verification is generally to ensure that the medical information data is real, reliable and standard-recognizable, and to provide real and reliable standard medical information data for further analysis, management and evaluation of the medical information data.
The medical information data verification method of the present invention may further include: and giving the standard of the acquired medical service data aiming at different verification purposes and verification services. The standard of the medical service data can be given by the medical information data verification method; or the medical service data standard is provided by the user, and the medical information data verification method verifies the medical service data standard.
The criteria for medical business data may include: standards for data content, standards for data structures, and standards for data logic. The criteria for data content may include: specific contents of attributes/quality/range (range of data values, dictionary range)/number (including: null) of data and associated specifications. The criteria for the data structure may include: the specific structure and associated specifications of the attributes/ranges/quantities/content of the data. Criteria for data logic may include: logical relationships between data-and, or, not, and other functional relationships. Such as: the relationship between the dosage form and the administration route, the relationship between the sex and the disease type of the patient, and the like.
After the medical service data is acquired, medical information data to be verified needs to be extracted from the medical service data. First, it is necessary to convert the medical service data into a recognizable format, such as: if the medical service data is a file in a picture format, the medical service data needs to be converted into a file in a character format through OCR. Then, different types/contents of medical information data are extracted therefrom, such as: medical information data such as hospital name, prescription number, name, sex, age, date of treatment, department of treatment, drug code, drug name, usage, dosage, operation, examination, operation, amount, doctor, etc. can be extracted from the prescription.
The medical information data may be divided into different items such as prescription, medical order, medical record, examination order, laboratory test order, charge order, and the like. Items may also include different objects, such as prescription including patient, medication, etc. data objects. Each data object may also include different attributes, such as a drug may include a name, manufacturer, date of manufacture, lot of manufacture, usage, contraindications, price, and the like. For different medical information data verification purposes and verification ranges, different items/objects/attributes of the medical information data need to be verified. For example: for the verification of the prescription, the name/manufacturer/usage amount of the medication is used, and for the verification of the bill of charge, the name/manufacturer/price of the medication is used.
Since the extracted medical information data to be verified may come from different sources, and the data format/description standard may also be different, the medical information data verification method of the present invention further includes performing standardized conversion on the medical information data to be verified, where the standardized conversion includes: at least one item of format conversion, unit conversion, language conversion, abbreviation/abbreviation conversion, synonym conversion, dictionary conversion and different data structure conversion is used for converting data with different formats/description standards into standard data, and the efficiency and accuracy of verification are improved. For example: convert birth date to age, convert volume to percentage, "acetaminophen" to "acetaminophen" by synonymy, and the like. The method and formula for standardized transformation of medical information data may be included in a medical information verification database.
Besides the dictionary, matching/comparison of medical information data to be verified and related rules for verifying the medical information data can be processed through methods such as a voice recognition technology, a semantic recognition technology, a word segmentation technology, an image recognition and analysis technology, a sound recognition and analysis technology, translation of different languages, an OCR recognition technology, a virtual reality technology, an augmented reality technology, a gesture recognition technology and the like.
S3: and verifying the medical information data to be verified according to the related rules of the medical information data verification in the medical information verification database.
And after medical information data to be verified are obtained, verifying the medical information data to be verified according to the relevant rules of medical information data verification in the medical information verification database. The medical information data verification method of the present invention may further include: and selecting a proper verification model according to different verification purposes and verification services, and verifying the medical information data to be verified by using the corresponding medical information data verification related rules. In the invention, the verification model refers to a model which is established by selecting a relevant rule suitable for medical information data verification aiming at different verification purposes and verification services and is suitable for the verification. Different rules and dictionaries can be configured for different data items, data objects and data conditions (quality, data characteristics, data items and data formats), and different verification models can be generated by adjusting according to the actual conditions of the data.
The relevant rules for verification of the medical information data may be based on various hierarchies of medical information data, such as item/object/attribute, and are typically attribute-based. For example: the verification rules may be based on a project, such as prescription data, including hospital code + prescription number + patient ID + date of visit + diagnosis, subject, such as patient, name + sex + age + weight + past medical history of the patient, or attribute, such as date of visit, department of visit, drug code, drug price, etc. The relevant rule for verifying the medical information data can be to verify the structure, type, content and the like of the medical information data. The content check includes character/field check, number/letter check, numerical check, etc. The character/field check can be performed by using a dictionary comparison method.
For example: some data may be empty, but not all of the interrelated data items may be empty at the same time. Such as [ prescription unique identification/prescription number, patient unique identification, medical insurance number/hospital attendance card number ], [ diagnosis name, descriptive diagnosis ], and [ specification, package ].
Another example is: the birth date field value must be of date type, and the birth date cannot exceed the current time, and the birth date cannot exceed 118 years by now, and the format is only "xxxx/xx/xx" or "xxxx-xx-xx"
The following describes the medical information data verification in detail by taking a prescription as an example:
first, it can be checked whether the structure of the data complies with the relevant checking rules, i.e. whether there is a structural error or a data loss. Whether medical information data such as hospital names, prescription numbers, names, sexes, ages, treatment dates, treatment departments, medicine codes, medicine names and the like extracted from the prescriptions are field-missing or null or not is judged, and if the field-missing or null is judged, the medical information data of the prescriptions cannot be verified.
Second, it can be checked whether the type of data complies with the relevant checking rules. For example: the birth date field value must be of date type; the dosage, the number of the medicines to be dispensed, the amount of the medicines, the unit price of the medicines, the number of the prescription amount, the height and the weight are required to be numbers; the diagnosis, descriptive diagnosis, manufacturer, administration route, administration frequency, dosage unit and dosage form must contain Chinese characters or letters.
It may then be checked whether the data content complies with the relevant checking rules. For example: the sex can only be male or female, the type of treatment can only be outpatient or emergency, the type of medical advice can only be long-term medical advice or temporary medical advice, the unit price of the medicine is consistent with the unit for dispensing the medicine, and the like; the unit price of the medicine meets the standard, the total amount of the medicine is the unit price of the medicine, the date of treatment cannot be later than the current date, and the like.
The medical information data verification method of the present invention further includes: according to the verification result of each item/object/attribute of the medical information data, the deviation rate of each verification result is set, and the weight of each item/object/attribute is set. The comprehensive verification result comprises: pass/fail/prompt/adjust/modify/refine/complement/feedback/result statistics. Or a range indicating that a certain item of content is correct. But also the type of error, and the likely cause of the error. Such as: empty, wrong rows, wrong columns, errors, few, many, calculation errors, unit errors, out of dictionary, out of range, format errors, type errors, etc. of the data.
F is the comprehensive deviation rate of medical information data verification, piIs the item/object/attribute verified for the ith item of medical information data, S (p)i) Is the deviation ratio of the verification result of the i-th verification, T (p)i) Is the weight of the item/object/attribute verified for the ith item of medical information data. The specific calculation formula is as follows,
the comprehensive deviation rate of the medical information data can be used for providing a comprehensive verification result of the medical information data. For example: a passing threshold value of the verification may be set, and if the comprehensive deviation rate of the medical information data is greater than the preset passing threshold value, the verification of the medical information data passes. It is also possible to set a single pass threshold value for a certain item of verification of the medical information data, and if the deviation rate of the item of verification is lower than the single pass threshold value, the verification of the medical information data does not pass regardless of the results of the other items of verification.
The deviation rate of each checking result of the set medical information data, the weight of each item/object/attribute, the passing threshold value of the checking and the single passing threshold value can be continuously optimized and adjusted in the using process.
The related rules for verifying the medical information data can also be subdivided into a plurality of different classes/groups according to different items/objects/attributes of the verified medical information data to generate different functional modules for verifying the medical information data of different items/objects/attributes. For example: the method can be divided into relevant rules for outpatient and emergency prescription verification, relevant rules for medical advice verification, relevant rules for medical record verification, relevant rules for toll ticket verification and the like according to different items; the different objects can be divided into related rules of drug verification, related rules of patient information verification and the like; according to different attributes, the method can be divided into related rules of clinic type checking, business department checking, administration route checking, administration frequency checking, single dosage checking, allergy information checking, diagnosis checking and the like. According to different items/objects/attributes of the medical information data, the functional module of the relevant rule of the corresponding medical information data verification can be selected for verification.
The medical information data verification method of the present invention may further include: after medical information data to be verified are extracted from the medical service data, classifying the medical information data to be verified, and verifying the medical information data to be verified in different classifications by using corresponding medical information data verification related rules. The medical information data to be verified are classified and verified by using the corresponding medical information data verification related rules, so that the efficiency and the accuracy of medical information data verification can be further improved, meanwhile, a user can also perform personalized configuration on the medical information data verification related rules according to the needs of the user, select an appropriate functional module, improve the verification efficiency and reduce the cost.
The medical information data verification method provided by the invention can be used for analyzing the reasons causing the medical information data to fail to be verified for the medical information data which fails to be verified. For example: it is possible that a plurality of pieces of medical information data fail to be checked due to wrong rows or wrong columns, and similarly, by adjusting the data of the rows or columns, if the adjusted data passes, it is inferred that the cause of the error is wrong rows or wrong columns of the medical information data.
The medical information data verification method can be used for batch data verification, historical data verification and real-time data verification, and can also be used for data verification in a specified range, such as: a specified time period, a specified hospital, a specified department, a specified drug, a specified disease, and the like.
The medical information data verification method further comprises the step of counting the verification result, wherein the items and the range of the counting are selectable; analyzing the reasons for the medical information data which fail to pass the verification, and giving an adjustment/modification/improvement suggestion; and feeding back at least one of the verification result, the reason of failed verification and the statistical result.
According to the medical information data verification method, in the medical information data verification process, data which do not conform to relevant rules of medical information data verification are found, the reason for failing to pass the medical information data verification is obtained through analysis, and adjustment/modification/improvement suggestions are given, so that the workload of hospital personnel for correcting data can be greatly reduced, and the working efficiency is improved.
The medical information data is subjected to multi-dimensional verification through related rules of medical information data verification of various dimensions, various errors in the medical information data can be found, adjustment/modification/perfection suggestions are given, and authenticity and accuracy of the medical information data are guaranteed.
The medical information data verification method of the invention can further comprise the step of counting the verification result, and the items and the range of the counting are selectable. Statistics can be performed according to data reported by hospitals, and the items and ranges of the statistics can include: total number of prescriptions (counted by prescription number), number of records (counted by record number), total number of problem prescriptions (counted by problem data of combining duplicate removal verification items according to prescription number), problem prescription proportion (total number of problem prescriptions/total number of prescriptions × 100%), medicine (counted by medicine HIS ID), administration route, administration frequency, department, dosage unit per time, dosage unit, sex, type of treatment, special population and the like.
The medical information data verification method of the invention can also comprise the steps of feeding back at least one item of the verification result, the reason of failure in verification and the statistical result, generating a feedback report or other forms of feedback information and sending the feedback report or other forms of feedback information to the hospital. The feedback report can be the corresponding position of the checking result and the relevant medical service data so as to facilitate the examination and verification of the hospital; the error reason of each check abnormal item can be fed back by a fixed prompt statement so as to facilitate the hospital to correct the error data; or feeding back the statistical result of the problem data to the hospital so as to improve the business process of the hospital and reduce the data error rate, or the combination of the above items.
A second embodiment of the present invention is seen in figure 2. Fig. 2 is a schematic diagram of a medical information data verification system according to a second embodiment of the present invention. As shown in the drawings, a medical information data verification system of the present invention includes: a data acquisition module 12, a database module 11 and a verification module 13.
The data acquisition module 12 is used for acquiring medical information data to be verified;
the database module 11 is used for storing a medical information verification database, and the medical information verification database comprises a medical information verification multidimensional dictionary and medical information data verification related rules;
and the checking module 13 is configured to check the medical information data to be checked according to the relevant rules for checking the medical information data in the medical information checking database.
The technical features of the medical information data verification method of the present invention correspond to those of the medical information data verification system of the present invention one to one, and reference may be made to the description of the medical information data verification method, which is not repeated herein.
A third embodiment of the present invention is a computer-readable storage medium storing a computer program which, when executed by a processor, implements the steps of the medical information data verification method as described above.
The technical features of a computer-readable storage medium of the present invention and a medical information data verification method and a medical information data verification system of the present invention are in one-to-one correspondence, and the description of the medical information data verification method and the medical information data verification system can be referred to, and will not be repeated herein.
In summary, the medical information data verification method and system and the computer-readable storage medium of the present invention include: establishing a medical information verification database; acquiring medical information data to be verified; and verifying the medical information data to be verified according to the related rules of the medical information data verification in the medical information verification database. The medical information data verification system comprises: the system comprises a data acquisition module, a database module and a verification module. According to the medical information data verification method and system and the computer readable storage medium, medical information data to be verified are obtained, the medical information data to be verified are verified according to the relevant rules of medical information data verification in the medical information verification database, massive medical information data can be quickly verified, the error rate is reduced, the efficiency is improved, the medical quality is guaranteed, and the loss of patients and hospitals due to medical information data errors is avoided.
The above-mentioned embodiments are intended to illustrate the objects, technical solutions and advantages of the present invention in further detail, and it should be understood that the above-mentioned embodiments are merely exemplary embodiments of the present invention, and are not intended to limit the scope of the present invention, and any modifications, equivalent substitutions, improvements and the like made within the spirit and principle of the present invention should be included in the scope of the present invention.
Claims (10)
1. A medical information data verification method, the method comprising:
establishing a medical information verification database, wherein the medical information verification database comprises a medical information verification multidimensional dictionary and medical information data verification related rules;
acquiring medical information data to be verified;
and verifying the medical information data to be verified according to the related rules of the medical information data verification in the medical information verification database.
2. The medical information data verification method according to claim 1, characterized in that: the related rules of the medical information data verification are used for verifying medical information data of different items/objects/attributes/types/purposes/contents/ranges.
3. The medical information data verification method according to claim 1, characterized in that: the medical information data verification method further comprises the following steps: and selecting a proper verification model according to different verification purposes and verification services, and verifying the medical information data to be verified by using the corresponding medical information data verification related rules.
4. The medical information data verification method according to claim 1, characterized in that: the medical information data verification method further comprises the following steps: and giving the standard of the acquired medical service data aiming at different verification purposes and verification services.
5. The medical information data verification method according to claim 1, further comprising performing a standardized conversion on the medical information data to be verified, the standardized conversion including: at least one of format conversion, unit conversion, language conversion, abbreviation/abbreviation conversion, synonym conversion, dictionary conversion, and conversion of different data structures.
6. The medical information data verification method according to claim 1, further comprising: and analyzing the reasons for the medical information data which fail to pass the verification, and giving an adjustment/modification/improvement suggestion.
7. The medical information data verification method according to claim 1, further comprising: based on the items of medical information data-
The method comprises the following steps of setting a deviation ratio of each check result and a weight of each item/object/attribute according to the check result of each item/object/attribute of the medical information data, and calculating a comprehensive deviation ratio of the medical information data according to the deviation ratio of the check result of each item/object/attribute of the medical information data and the weight of each item/object/attribute when the medical information data is checked, wherein the comprehensive check result comprises the following steps: pass/fail/prompt/adjust/modify/refine/complement/feedback/result statistics.
8. The medical information data verification method according to claim 1, further comprising making statistics on the verification result, the items and ranges of the statistics being selectable; analyzing the reasons for the medical information data which fail to pass the verification, and giving an adjustment/modification/improvement suggestion; and feeding back at least one of the verification result, the reason of failed verification and the statistical result.
9. A computer-readable storage medium characterized by: the computer-readable storage medium stores a computer program which, when executed by a processor, implements the steps of the medical information data verification method according to any one of claims 1 to 8.
10. A medical information data verification system, the system comprising:
the data acquisition module is used for acquiring medical information data to be verified;
the database module is used for storing a medical information verification database, and the medical information verification database comprises a medical information verification multidimensional dictionary and medical information data verification related rules;
and the verification module is used for verifying the medical information data to be verified according to the relevant rules of the medical information data verification in the medical information verification database.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN116662375A (en) * | 2023-08-02 | 2023-08-29 | 湖南远跃科技发展有限公司 | HIS-based prescription data verification method and system |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110033838A (en) * | 2019-03-13 | 2019-07-19 | 武汉金豆医疗数据科技有限公司 | A kind of triple logic verification systems of medical data and its method of calibration |
| CN111339126A (en) * | 2020-02-27 | 2020-06-26 | 平安医疗健康管理股份有限公司 | Medical data screening method and device, computer equipment and storage medium |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110033838A (en) * | 2019-03-13 | 2019-07-19 | 武汉金豆医疗数据科技有限公司 | A kind of triple logic verification systems of medical data and its method of calibration |
| CN111339126A (en) * | 2020-02-27 | 2020-06-26 | 平安医疗健康管理股份有限公司 | Medical data screening method and device, computer equipment and storage medium |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116662375A (en) * | 2023-08-02 | 2023-08-29 | 湖南远跃科技发展有限公司 | HIS-based prescription data verification method and system |
| CN116662375B (en) * | 2023-08-02 | 2023-10-10 | 湖南远跃科技发展有限公司 | HIS-based prescription data verification method and system |
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