CN108648810B - Data processing method and device for medical audit and computer readable storage medium - Google Patents
Data processing method and device for medical audit and computer readable storage medium Download PDFInfo
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Abstract
The invention discloses a data processing method and a device for medical auditing, wherein the method comprises the following steps: responding to the operation of modifying the medical auditing rule triggered by the modifying operation inlet, and calling and displaying an auditing logic configuration interface; when the monitoring and knowing auditing logic configuration interface receives the modification requirement instruction, a modification window for editing and modifying preset original medical auditing rules or creating new medical auditing rules is provided; and receiving the edited and modified medical auditing rule or the newly-built medical auditing rule, and taking the received medical auditing rule as the current new medical auditing rule. By the method, the problem that the process is complex when the medical quality control platform rule is changed in the prior art is solved, and the intelligence of medical auditing of the medical quality control platform is improved.
Description
Technical Field
The invention relates to the technical field of medical data processing, in particular to a data processing method and device for medical auditing and a computer readable storage medium.
Background
Medical quality management is the core of medical management, is an important means for standardizing medical service behaviors and guaranteeing medical safety, and a plurality of service platforms (such as medical institutions and insurance companies) can relate to matters of medical quality management.
The medical quality management tool is a measure, a method and a means adopted for realizing the aim and the continuous improvement of medical quality management, such as comprehensive quality management (Total Quality Control, abbreviated as TQC), quality loop (such as Plan-Do-Check-Action loop, abbreviated as PDCA loop), quality management loop (Quality Control Circles, abbreviated as QCC), performance evaluation of a disease diagnosis related group (Diagnosis Related Groups, abbreviated as DRGs), single disease type management, clinical path management and the like.
The existing medical quality control platform can only provide specific and preset medical quality auditing rules for the service platform, and if a medical institution wants to set own rules, the medical institution needs to propose steps such as requirements, platform evaluation requirements, development of handover developers, platform product iteration and the like to the platform, so that the construction period is long, and the labor consumption is high.
In view of the above problems in the related art, no effective solution has been proposed at present.
Disclosure of Invention
The invention aims to provide a data processing method, a data processing device and a computer readable storage medium for medical auditing, so as to solve the problem that the process is complex when the medical quality control platform rule is changed in the prior art, and improve the intelligence of the medical quality control platform for medical auditing.
The invention solves the technical problems by the following technical scheme:
according to one aspect of the present invention, there is provided a data processing method for medical auditing, comprising the steps of:
s01, responding to a medical auditing rule modifying operation triggered by a modifying operation inlet, and calling and displaying an auditing logic configuration interface, wherein the modifying operation inlet for modifying the medical auditing rule is preset;
s02, when the monitoring and learning auditing logic configuration interface receives a first modification requirement instruction, a first modification window for editing and modifying a preset original medical auditing rule is provided, and when the monitoring and learning auditing logic configuration interface receives a second modification requirement instruction, a second modification window for creating a new medical auditing rule is provided;
s03, receiving the edited and modified medical auditing rule in a first modification window, or receiving the newly-built medical auditing rule in a second modification window, and taking the received medical auditing rule as a current new medical auditing rule.
Further, when the monitoring and learning auditing logic configuration interface receives the first modification requirement instruction in S02, a first modification window for editing and modifying a preset original medical auditing rule is provided, including:
When the monitoring and verifying logic configuration interface receives a first modification requirement instruction, providing a selection entry for linking to a medical knowledge base in a first modification window, wherein the selection entry is used for selecting medical fields in the medical knowledge base, the medical knowledge base is a pre-constructed database storing medical knowledge, the medical knowledge consists of medical fields, and the medical fields comprise medical item fields, medical target fields and standard relation fields of the medical item fields and the medical target fields;
receiving a selection signal for a medical item field to be changed in a selected medical knowledge base through a selection inlet, and displaying an original preset medical auditing rule corresponding to the user selection signal in a first modification window;
in response to the triggered edit modification instruction, providing a rule modification portal for altering a medical audit rule presented by the first modification window, comprising: responding to the triggered first editing instruction, and adding a medical item field, a medical target field and a standard relation field of the medical item field and the medical target field in the medical auditing rule; and in response to the triggered second editing instruction, reducing the standard relationship fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule, and in response to the triggered third editing instruction, modifying the standard relationship fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule.
Further, when the monitoring and learning audit logic configuration interface receives the second modification requirement instruction, the step S02 of providing a second modification window for creating a new medical audit rule includes:
when the monitoring and verifying logic configuration interface receives a second modification requirement instruction, providing a selection entry for linking to a medical knowledge base in a second modification window, wherein the selection entry is used for selecting medical fields in the medical knowledge base, the medical knowledge base is a pre-constructed database storing medical knowledge, the medical knowledge consists of medical fields, and the medical fields comprise medical item fields, medical target fields and standard relation fields of the medical item fields and the medical target fields;
receiving, through a selection portal, a selection signal of a medical item field required to create a new medical audit rule;
receiving, through a selection portal, a selection signal of a medical target field required to create a new medical auditing rule;
a relationship field of a medical item field and a medical target field required to create a new medical audit rule, wherein the relationship field includes logic for at least one of: the same, different, greater than, less than, equal to, greater than or equal to, less than or equal to, not equal to, contained in, not contained in, all contained in, empty, not empty.
Further, before taking the received medical auditing rule as the current new medical auditing rule, the method further comprises:
comparing the received medical auditing rules with original medical auditing rules of a medical knowledge base;
and according to the comparison result, highlighting the difference between the new medical auditing rule and the original medical auditing rule of the medical knowledge base.
Further, after taking the received medical auditing rule as the current new medical auditing rule, the method further comprises:
acquiring a medical file to be checked, and extracting keywords of the medical file to be checked;
auditing the extracted keywords of the medical file to be audited according to the current new medical auditing rule, and judging whether the medical file to be audited passes the authentication;
outputting prompt information for representing that the medical file to be checked passes authentication when the keywords of the medical file to be checked all accord with the current new medical checking rule;
outputting prompt information for representing that the medical file to be checked does not pass the authentication when the keywords of the medical file to be checked do not all meet the current new medical checking rule, and highlighting the keywords which do not meet the current new medical checking rule.
To achieve the above object, according to another aspect of the present invention, there is also provided a data processing apparatus for medical auditing, including:
the modification operation entry control module is used for responding to the modification operation of the medical auditing rule triggered by the modification operation entry, and retrieving and displaying an auditing logic configuration interface, wherein the modification operation entry for modifying the medical auditing rule is preset;
the modification demand instruction identification module is used for providing a first modification window for editing and modifying preset original medical auditing rules when the monitoring and learning auditing logic configuration interface receives the first modification demand instruction, and providing a second modification window for creating new medical auditing rules when the monitoring and learning auditing logic configuration interface receives the second modification demand instruction;
the modification output control module is used for receiving the edited and modified medical auditing rule in the first modification window or receiving the newly-built medical auditing rule in the second modification window, and taking the received medical auditing rule as the current new medical auditing rule.
Further, the modification demand instruction identification module includes:
the first selection entry control unit is used for monitoring that the audit logic configuration interface receives a first modification requirement instruction, providing a selection entry for linking to a medical knowledge base in a first modification window, wherein the selection entry is used for selecting medical fields in the medical knowledge base, the medical knowledge base is a pre-constructed database storing medical knowledge, the medical knowledge consists of medical fields, and the medical fields comprise medical item fields, medical target fields and standard relation fields of the medical item fields and the medical target fields;
The display unit is used for receiving a selection signal for a medical item field to be changed in the selected medical knowledge base through the selection inlet, and displaying an original preset medical auditing rule corresponding to the user selection signal in the first modification window;
a first editing unit for providing a rule modification entry for altering a medical audit rule presented by a first modification window in response to a triggered edit modification instruction, comprising: responding to the triggered first editing instruction, and adding a medical item field, a medical target field and a standard relation field of the medical item field and the medical target field in the medical auditing rule; and in response to the triggered second editing instruction, reducing the standard relationship fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule, and in response to the triggered third editing instruction, modifying the standard relationship fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule.
Further, the modification demand instruction identification module includes:
the second selection entry control unit is used for monitoring that the audit logic configuration interface receives a second modification requirement instruction, providing a selection entry for linking to a medical knowledge base in a second modification window, wherein the selection entry is used for selecting medical fields in the medical knowledge base, the medical knowledge base is a pre-constructed database storing medical knowledge, the medical knowledge consists of medical fields, and the medical fields comprise medical item fields, medical target fields and standard relation fields of the medical item fields and the medical target fields;
A first selection unit for receiving a selection signal of a medical item field required for creating a new medical auditing rule through a selection portal;
a second selection unit for receiving a selection signal of a medical target field required for creating a new medical auditing rule through a selection portal;
a rule creation unit for creating a relationship field of a medical item field and a medical target field required for a new medical auditing rule, wherein the relationship field comprises logic of at least one of: the same, different, greater than, less than, equal to, greater than or equal to, less than or equal to, not equal to, contained in, not contained in, all contained in, empty, not empty.
Further, the apparatus further comprises:
the comparison module is used for comparing the received medical auditing rule with the original medical auditing rule of the medical knowledge base before taking the received medical auditing rule as the current new medical auditing rule;
and the first prompting module is used for highlighting the difference between the new medical auditing rule and the original medical auditing rule of the medical knowledge base according to the comparison result.
Further, the apparatus further comprises:
the acquisition module is used for acquiring the medical file to be checked after the received medical checking rule is used as a current new medical checking rule, and extracting keywords of the medical file to be checked;
The authentication module is used for auditing the extracted keywords of the medical file to be audited according to the current new medical auditing rule and judging whether the medical file to be audited passes authentication or not;
the second prompting module is used for outputting prompting information for representing that the medical file to be checked passes the authentication when the keywords of the medical file to be checked all accord with the current new medical checking rule;
and the third prompting module is used for outputting prompting information for representing that the medical file to be checked does not pass the authentication when the keywords of the medical file to be checked do not all meet the current new medical checking rule, and highlighting the keywords which do not meet the current new medical checking rule.
In order to achieve the above object, according to a further aspect of the present invention, there is provided a computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the data processing method for medical auditing as described above when the computer program is executed.
To achieve the above object, the present invention also provides a computer-readable storage medium, characterized in that a computer program is stored in the computer-readable storage medium, the computer program being executable by at least one processor to cause the at least one processor to perform the steps of the data processing method of medical auditing according to any of claims 1-5.
The invention has the positive progress effects that: by arranging the modification operation entrance on the medical quality control platform, the service platform (such as a medical institution and an insurance company) can modify the medical auditing rule by means of the modification operation entrance according to the actual demands of the service platform, and when the rule modification is carried out, the service platform can not only change the medical auditing rule on the basis of the original medical auditing rule, but also set a brand new auditing rule according to the actual demands of the service platform, and then carry out medical auditing with the new rule. The data processing scheme for medical auditing can effectively solve the problem that the process is complex when the medical quality control platform rule is changed in the prior art, and improves the intelligence of the medical quality control platform for medical auditing.
Drawings
FIG. 1 is a schematic flow diagram of an alternative method of data processing for medical review in accordance with an embodiment of the invention;
FIG. 2 is a schematic illustration of an alternative program module of a data processing apparatus for medical review in accordance with an embodiment of the invention;
FIG. 3 is a schematic view of another alternative program module of a data processing apparatus for medical review in accordance with an embodiment of the invention;
FIG. 4 is a schematic view of yet another alternative program module of a data processing apparatus for medical review in accordance with an embodiment of the invention; and
Fig. 5 is a schematic diagram of an alternative hardware architecture of a computer device according to an embodiment of the invention.
Detailed Description
The present invention will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present invention more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Considering that the existing medical quality control platform can only provide specific and preset medical quality auditing rules for the service platform, if a medical institution wants to set own rules, the steps of requirements, platform evaluation requirements, handover developer development, platform product iteration and the like need to be put forward to the platform, the construction period is long, and the labor consumption is high.
Based on this, in this example, by setting a modification operation inlet on the medical quality control platform, the service platform (such as a medical institution and an insurance company) can modify the medical auditing rule by means of the modification operation inlet according to its actual requirement, and when the rule modification is performed, the modification can be performed on the basis of the original medical auditing rule, or a new auditing rule can be set according to its actual requirement, and then medical auditing is performed according to the new rule. The data processing scheme for medical auditing can effectively solve the problem that the process is complex when the medical quality control platform rule is changed in the prior art, and improves the intelligence of the medical quality control platform for medical auditing.
For this reason, in this embodiment, a data processing method, apparatus, computer device and computer readable storage medium for medical auditing are provided, and the following details of the foregoing embodiments are described below:
example 1
The embodiment provides a data processing method for medical auditing, and the data processing method for medical auditing provided by the invention is described below with reference to the accompanying drawings.
FIG. 1 is a schematic flow chart of an alternative method for processing data for medical auditing according to the present invention, as shown in FIG. 1, the method may include the following steps S01-S03:
s01, responding to a medical auditing rule modifying operation triggered by a modifying operation inlet, and calling and displaying an auditing logic configuration interface, wherein the modifying operation inlet for modifying the medical auditing rule is preset;
when a service platform (such as a medical institution and an insurance institution) needs to modify the medical auditing rule, triggering the operation of modifying the medical auditing rule at an operation entrance, for example, setting a plurality of functional virtual keys on the operation entrance, clicking the operation of modifying the medical auditing rule, which is triggered by a certain functional virtual key, then calling out and displaying an auditing logic configuration interface, and operating on the displaying auditing logic configuration interface by an operator so as to complete the modification of the medical auditing rule.
S02, when the monitoring and learning auditing logic configuration interface receives a first modification requirement instruction, a first modification window for editing and modifying a preset original medical auditing rule is provided, and when the monitoring and learning auditing logic configuration interface receives a second modification requirement instruction, a second modification window for creating a new medical auditing rule is provided;
the audit logic configuration interface is configured to link different modification windows to address different modification needs of the operator. Wherein, the modification requirement can be divided into the following parts: if fine adjustment and adjustment are needed on the basis of the existing medical rule template, the method is realized by sending a first modification demand instruction, and after monitoring and determining that an operator sends the first modification demand instruction, a first modification window for editing and modifying preset original medical auditing rules is provided; if the medical rule to be created has larger difference from the original rule and is inconvenient to modify on the original rule template, the medical rule can be realized by sending a second modification requirement instruction, and when the second modification requirement instruction is received by the monitoring and determining audit logic configuration interface, a second modification window for creating a new medical audit rule is provided.
The following describes the data processing procedure with different modification requirements for better understanding of the present invention:
case one: when the requirement of the user is adjusted on the existing rule, namely, when the monitoring and knowing that the auditing logic configuration interface receives a first modification requirement instruction, a selection entry for linking to a medical knowledge base is provided in a first modification window, wherein the selection entry is used for selecting a medical field in the medical knowledge base, the medical knowledge base is a pre-constructed database storing medical knowledge, the medical knowledge consists of medical fields, and the medical fields comprise medical item fields, medical target fields and standard relation fields of the medical item fields and the medical target fields.
The medical knowledge base constructed in advance can contain hundreds of fields such as medicine usage, dosage, indication, contraindication crowd (children, old people, pregnant women, lactating women and the like), medicine interaction and the like, so that a user can freely configure and call the fields. The field content is derived from authoritative national formulary, CFDA drug instruction and national formulary, etc. Preferably, the medical fields in the medical knowledge base include a medical item field and a medical target field, wherein the medical item field is a target which corresponds to a keyword in a medical file to be audited and is judged whether to conform to a rule, such as hundreds of fields including age, weight, administration route, weight per body surface area, administration frequency, administration dosage unit per administration, single daily dosage unit, single daily dosage and the like of a patient; the medical goal field is a threshold object for comparison with the medical item field, such as a top of age line, a bottom of age line, a top of weight, a route of administration, a single daily dose of the instruction, and a specific numerical value.
Corresponding original rules are preset in the medical item field, the medical target field and the two fields in the medical field respectively, for example, in the medicine excess (according to weight and single day) auditing rule, the lowest and highest threshold values of the age of the patient, the lowest and highest threshold values of the weight, the administration route rule, the lowest and highest threshold values of the single day dose are preset.
The medical knowledge base may preset tree-shaped medical fields, i.e. all medical fields may be preset in layers, and may be in terms of diseases, field text types, etc. The user selection may also be provided in a tree-like selection manner in a subsequent step.
After the first modification window provides a selection entry for linking to the medical knowledge base, receiving a selection signal for a medical item field required to be changed in the selected medical knowledge base through the selection entry, and displaying an original preset medical auditing rule corresponding to the user selection signal in the first modification window; for example, if a drop-down button is provided at the selection portal, clicking the drop-down button will display all the medical item fields in the linked medical knowledge base, such as the fields of patient age, weight, route of administration, weight/body surface area, frequency of administration, dosage unit per administration, daily dosage unit, daily dosage, etc., which may be ordered according to a certain rule, for example, according to the order of the first letter of pinyin in the fields. After a medical item field is selected, all or part of the medical auditing rules corresponding to the medical item field are displayed, the rules appearing are reduced as the number of selected medical item fields increases, i.e. the screening conditions increase, and finally the operator finds the medical auditing rules to be modified.
Thereafter, in response to the triggered edit-modification instruction, a rule modification entry for modifying the medical audit rule presented by the first modification window is provided, such as a location of a desired modification in the medical audit rule presented by double-clicking, the content of the location becoming editable, and then the user modifying as desired, specifically, a modification of the process may be included: responding to the triggered first editing instruction, and adding a medical item field, a medical target field and a standard relation field of the medical item field and the medical target field in the medical auditing rule; and in response to the triggered second editing instruction, reducing the standard relationship fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule, and in response to the triggered third editing instruction, modifying the standard relationship fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule.
And a second case: when a user needs to customize or create a new and brand-new medical rule, namely, when the monitoring and knowing that the auditing logic configuration interface receives a second modification requirement instruction, a selection entry for linking to a medical knowledge base is provided in a second modification window, wherein the selection entry is used for selecting a medical field in the medical knowledge base, the medical knowledge base is a pre-built database storing medical knowledge, the medical knowledge consists of medical fields, and the medical fields comprise medical item fields, medical target fields and standard relation fields of the medical item fields and the medical target fields.
Receiving, through a selection portal, a selection signal of a medical item field required to create a new medical audit rule; receiving, through a selection portal, a selection signal of a medical target field required to create a new medical auditing rule; a relationship field of a medical item field and a medical target field required to create a new medical audit rule, wherein the relationship field includes logic for at least one of: the same, different, greater than, less than, equal to, greater than or equal to, less than or equal to, not equal to, contained in, not contained in, all contained in, empty, not empty.
Preferably, the new medical audit rule created by the user may include a multi-rule relationship, which refers to a process of judging between a plurality of rule fields created by the user and a plurality of rule groups formed by the rule field relationship. For example, the rule group is used for checking whether the rule group accords with the rule or not according to the result of the previous rule group. For another example, some contraindicated auditing rules require that the type of administration be simultaneously determined as conflicting with other types of medication that violate a incompatibility.
S03, receiving the edited and modified medical auditing rule in a first modification window, or receiving the newly-built medical auditing rule in a second modification window, and taking the received medical auditing rule as a current new medical auditing rule.
After the received medical auditing rule is used as a current new medical auditing rule, acquiring a medical file to be audited, and extracting keywords of the medical file to be audited; auditing the extracted keywords of the medical file to be audited according to the current new medical auditing rule, and judging whether the medical file to be audited passes the authentication; outputting prompt information for representing that the medical file to be checked passes authentication when the keywords of the medical file to be checked all accord with the current new medical checking rule; outputting prompt information for representing that the medical file to be checked does not pass the authentication when the keywords of the medical file to be checked do not all meet the current new medical checking rule, and highlighting the keywords which do not meet the current new medical checking rule.
And obtaining a complete flow of the medical auditing rule through user modification of the steps, and configuring different output results according to the coincidence condition of different rule groups for the results of the medical files to be audited passing the medical auditing rule in practice. Preferably, the violation results may output results including overdose, repeat medication, incompatibility, abuse antibiotics, overtime grade medication, overtorsex medication, and the like.
In a preferred implementation manner of this embodiment, the foregoing solution is further improved, specifically, before the received medical auditing rule is regarded as the current new medical auditing rule, the received medical auditing rule is compared with the original medical auditing rule of the medical knowledge base, and according to the comparison result, the difference between the new medical auditing rule and the original medical auditing rule of the medical knowledge base is highlighted.
The improvement of the embodiment is equivalent to the pre-auditing and test running stages provided for the user, the original rules can be derived from rules with reference values such as a drug specification, a textbook, an experience practice and the like, through the comparison, the user can know which fields in the created or edited medical auditing rules are defined differently from the original rules, and the judging method of which rule groups are different from the original rules, so that the irrational places of the created or edited medical auditing rules can be known, and further the basis and the reference for adjusting and modifying are provided for the user.
In each implementation manner of this embodiment, by setting a modification operation inlet on the medical quality control platform, the service platform (such as a medical institution and an insurance company) can modify the medical auditing rule according to its actual requirement by using the modification operation inlet, and when the rule modification is performed, the modification can be performed on the basis of the original medical auditing rule, or a new auditing rule can be set according to its actual requirement, and then medical auditing is performed according to the new rule. The data processing scheme for medical auditing can effectively solve the problem that the process is complex when the medical quality control platform rule is changed in the prior art, and improves the intelligence of the medical quality control platform for medical auditing.
From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment method may be implemented by means of software plus a necessary general hardware platform, but of course may also be implemented by means of hardware, but in many cases the former is a preferred embodiment.
Example two
Based on the data processing method for medical examination provided in the first embodiment, in this embodiment, a data processing apparatus for medical examination is provided, and in particular, fig. 2 to 4 show an optional block diagram of the data processing apparatus for medical examination, where the data processing apparatus for medical examination is divided into one or more program modules, and the one or more program modules are stored in a storage medium and executed by one or more processors, to complete the present invention. Program modules in the present invention are defined as a series of computer program instruction segments capable of performing a specific function, and are more suitable than the program itself for describing the execution of a data processing apparatus for medical examination in a storage medium, and the following description will specifically describe the functions of each program module in this embodiment:
as shown in fig. 2, the data processing apparatus 20 for medical auditing includes:
a modification operation entry control module 21, configured to invoke and display an audit logic configuration interface in response to a modification operation of the medical audit rule triggered by the modification operation entry, where a modification operation entry for modifying the medical audit rule is preset;
The modification requirement instruction identifying module 22 is configured to provide a first modification window for editing and modifying a preset original medical audit rule when the monitoring and learning audit logic configuration interface receives the first modification requirement instruction, and provide a second modification window for creating a new medical audit rule when the monitoring and learning audit logic configuration interface receives the second modification requirement instruction;
the modification output control module 23 is configured to receive the edited and modified medical audit rule in the first modification window, or receive the newly-built medical audit rule in the second modification window, and take the received medical audit rule as the current new medical audit rule.
In an alternative embodiment, as shown in FIG. 3, the modify demand instruction identification module 22 includes:
a first selection entry control unit 221, configured to monitor that the learning audit logic configuration interface receives the first modification requirement instruction, provide a selection entry for linking to a medical knowledge base in a first modification window, where the selection entry is used to select a medical field in the medical knowledge base, the medical knowledge base is a pre-constructed database storing medical knowledge, the medical knowledge is composed of medical fields, and the medical fields include a medical item field, a medical target field, and a standard relationship field between the medical item field and the medical target field;
The display unit 222 receives a selection signal for a medical item field to be changed in the selected medical knowledge base through the selection entry, and displays an original preset medical auditing rule corresponding to the user selection signal in the first modification window;
a first editing unit 223 for providing a rule modification entry for altering a medical audit rule presented by a first modification window in response to a triggered edit modification instruction, comprising: responding to the triggered first editing instruction, and adding a medical item field, a medical target field and a standard relation field of the medical item field and the medical target field in the medical auditing rule; and in response to the triggered second editing instruction, reducing the standard relationship fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule, and in response to the triggered third editing instruction, modifying the standard relationship fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule.
In another alternative embodiment, as shown in FIG. 4, the modify demand instruction identification module 22 includes:
a second selection entry control unit 224, configured to monitor that the learning audit logic configuration interface receives the second modification requirement instruction, provide a selection entry for linking to a medical knowledge base in a second modification window, where the selection entry is used to select a medical field in the medical knowledge base, the medical knowledge base is a pre-constructed database storing medical knowledge, the medical knowledge is composed of medical fields, and the medical fields include a medical item field, a medical target field, and a standard relationship field between the medical item field and the medical target field;
A first selection unit 225 for receiving a selection signal of a medical item field required for creating a new medical audit rule through a selection portal;
a second selection unit 226 for receiving selection signals of medical target fields required for creating new medical auditing rules through a selection portal;
a rule creation unit 227 for creating a relationship field of a medical item field and a medical target field required for a new medical auditing rule, wherein the relationship field comprises logic of at least one of: the same, different, greater than, less than, equal to, greater than or equal to, less than or equal to, not equal to, contained in, not contained in, all contained in, empty, not empty.
Furthermore, in a preferred embodiment, the device further comprises:
the comparison module is used for comparing the received medical auditing rule with the original medical auditing rule of the medical knowledge base before taking the received medical auditing rule as the current new medical auditing rule;
and the first prompting module is used for highlighting the difference between the new medical auditing rule and the original medical auditing rule of the medical knowledge base according to the comparison result.
Further, the apparatus further comprises:
The acquisition module is used for acquiring the medical file to be checked after the received medical checking rule is used as a current new medical checking rule, and extracting keywords of the medical file to be checked;
the authentication module is used for auditing the extracted keywords of the medical file to be audited according to the current new medical auditing rule and judging whether the medical file to be audited passes authentication or not;
the second prompting module is used for outputting prompting information for representing that the medical file to be checked passes the authentication when the keywords of the medical file to be checked all accord with the current new medical checking rule;
and the third prompting module is used for outputting prompting information for representing that the medical file to be checked does not pass the authentication when the keywords of the medical file to be checked do not all meet the current new medical checking rule, and highlighting the keywords which do not meet the current new medical checking rule.
The specific manner in which the respective units and modules perform the operations in the apparatus of the above embodiments has been described in detail in the embodiments related to the method, and will not be described in detail here.
In each implementation manner of this embodiment, by setting a modification operation inlet on the medical quality control platform, the service platform (such as a medical institution and an insurance company) can modify the medical auditing rule according to its actual requirement by using the modification operation inlet, and when the rule modification is performed, the modification can be performed on the basis of the original medical auditing rule, or a new auditing rule can be set according to its actual requirement, and then medical auditing is performed according to the new rule. The data processing scheme for medical auditing can effectively solve the problem that the process is complex when the medical quality control platform rule is changed in the prior art, and improves the intelligence of the medical quality control platform for medical auditing.
Example III
In a third preferred embodiment of the present invention, a computer device is provided. Fig. 5 is a schematic diagram of a hardware architecture of an embodiment of a computer device according to the present invention. In the present embodiment, the computer device 2 is a device capable of automatically performing numerical calculation and/or information processing in accordance with instructions set or stored in advance. For example, it may be a smart phone, a tablet computer, a notebook computer, a desktop computer, a rack server, a blade server, a tower server, or a rack server (including a stand-alone server or a server cluster composed of a plurality of servers), etc. As shown, the computer device 2 includes at least, but is not limited to: the memory 21, processor 22, and network interface 23 may be communicatively coupled to each other via a system bus. Wherein:
the memory 21 includes at least one type of computer-readable storage medium including flash memory, hard disk, multimedia card, card memory (e.g., SD or DX memory, etc.), random Access Memory (RAM), static Random Access Memory (SRAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), programmable read-only memory (PROM), magnetic memory, magnetic disk, optical disk, etc. In some embodiments, the memory 21 may be an internal storage module of the computer device 2, such as a hard disk or memory of the computer device 2. In other embodiments, the memory 21 may also be an external storage device of the computer device 2, such as a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card) or the like, which are provided on the computer device 2. Of course, the memory 21 may also include both internal memory modules of the computer device 2 and external memory devices. In this embodiment, the memory 21 is typically used to store an operating system installed on the computer device 2 and various types of application software, such as program codes of a data processing method for medical auditing, and the like. Further, the memory 21 may be used to temporarily store various types of data that have been output or are to be output.
The processor 22 may be a central processing unit (Central Processing Unit, CPU), controller, microcontroller, microprocessor, or other data processing chip in some embodiments. The processor 22 is typically used to control the overall operation of the computer device 2, such as performing control and processing related to data interaction or communication with the computer device 2, and the like. In this embodiment, the processor 22 is configured to execute program codes or process data stored in the memory 21.
The network interface 23 may comprise a wireless network interface or a wired network interface, which network interface 23 is typically used to establish a communication connection between the computer device 2 and other computer devices. For example, the network interface 23 is used to connect the computer device 2 to an external terminal through a network, establish a data transmission channel and a communication connection between the computer device 2 and the external terminal, and the like. The network may be an Intranet (Intranet), the Internet (Internet), a global system for mobile communications (Global System of Mobile communication, GSM), wideband code division multiple access (Wideband Code Division Multiple Access, WCDMA), a 4G network, a 5G network, bluetooth (Bluetooth), wi-Fi, or other wireless or wired network.
It should be noted that fig. 5 only shows a computer device having components 21-23, but it should be understood that not all of the illustrated components are required to be implemented, and that more or fewer components may be implemented instead.
In the present embodiment, the data processing apparatus 20 for medical examination stored in the memory 21 may also be divided into one or more program modules, and the one or more program modules are stored in the memory 21 and executed by one or more processors (the processor 22 in the present embodiment) to complete the present invention.
Example IV
The present embodiment also provides a computer-readable storage medium having stored thereon a computer program executable by at least one processor to cause the at least one processor to perform the steps of the data processing method for medical auditing as in embodiment one.
In this embodiment, the computer-readable storage medium includes a flash memory, a hard disk, a multimedia card, a card memory (e.g., SD or DX memory, etc.), a Random Access Memory (RAM), a Static Random Access Memory (SRAM), a read-only memory (ROM), an electrically erasable programmable read-only memory (EEPROM), a programmable read-only memory (PROM), a magnetic memory, a magnetic disk, an optical disk, and the like. In some embodiments, the computer readable storage medium may be an internal storage unit of a computer device, such as a hard disk or a memory of the computer device. In other embodiments, the computer readable storage medium may also be an external storage device of a computer device, such as a plug-in hard disk, smart Media Card (SMC), secure Digital (SD) Card, flash memory Card (Flash Card), etc. that are provided on the computer device. Of course, the computer-readable storage medium may also include both internal storage units of a computer device and external storage devices. In this embodiment, the computer readable storage medium is typically used to store an operating system and various types of application software installed on a computer device, such as program codes of a data processing apparatus for medical auditing in the second embodiment. Furthermore, the computer-readable storage medium may also be used to temporarily store various types of data that have been output or are to be output.
It will be apparent to those skilled in the art that the modules or steps of the embodiments of the invention described above may be implemented in a general purpose computing device, they may be concentrated on a single computing device, or distributed across a network of computing devices, they may alternatively be implemented in program code executable by computing devices, so that they may be stored in a storage device for execution by computing devices, and in some cases, the steps shown or described may be performed in a different order than what is shown or described, or they may be separately fabricated into individual integrated circuit modules, or a plurality of modules or steps in them may be fabricated into a single integrated circuit module. Thus, embodiments of the invention are not limited to any specific combination of hardware and software.
The foregoing description is only of the preferred embodiments of the present invention, and is not intended to limit the scope of the invention, but rather is intended to cover any equivalents of the structures or equivalent processes disclosed herein or in the alternative, which may be employed directly or indirectly in other related arts.
Claims (9)
1. A method of data processing for medical auditing, comprising the steps of:
S01, responding to a medical auditing rule modifying operation triggered by a modifying operation inlet, and calling and displaying an auditing logic configuration interface, wherein the modifying operation inlet for modifying the medical auditing rule is preset;
s02, when the auditing logic configuration interface is monitored and known to receive a first modification requirement instruction, a first modification window for editing and modifying preset original medical auditing rules is provided, a selection entry for linking to a medical knowledge base is provided in the first modification window, wherein the medical knowledge base is a pre-built database storing medical knowledge, the medical knowledge consists of medical fields, the medical fields comprise medical item fields, medical target fields and standard relation fields of the medical item fields and the medical target fields, and the selection entry is used for selecting medical fields in the medical knowledge base; the medical project field is an object which corresponds to a keyword in the medical file to be audited and is judged whether to accord with the rule, and the medical target field is a threshold object for comparison with the medical project field;
receiving a selection signal for a medical project field required to be changed in the selected medical knowledge base through the selection inlet, displaying the original preset medical auditing rule corresponding to the selection signal in the first modification window, and responding to the triggered editing modification instruction to provide a rule modification inlet for modifying the medical auditing rule displayed in the first modification window;
Monitoring and knowing that the auditing logic configuration interface receives a second modification requirement instruction, providing a second modification window for creating a new medical auditing rule, and linking to a selection entry of a medical knowledge base;
receiving a selection signal of a medical item field required for creating a new medical auditing rule through the selection entry, and creating a relation field of the medical item field required for the new medical auditing rule and a medical target field;
s03, receiving the edited and modified medical auditing rules in the first modification window, or receiving the newly-built medical auditing rules in the second modification window, and taking the received medical auditing rules as current new medical auditing rules;
the method further comprises the steps of:
acquiring a medical file to be checked, and extracting keywords of the medical file to be checked;
auditing the extracted keywords of the medical file to be audited according to the current new medical auditing rule, and judging whether the medical file to be audited passes authentication;
outputting prompt information for representing that the medical file to be checked passes authentication when the keywords of the medical file to be checked all accord with the current new medical checking rule;
Outputting prompt information for representing that the medical file to be checked does not pass authentication when the keywords of the medical file to be checked do not all meet the current new medical checking rule, and highlighting the keywords which do not meet the current new medical checking rule.
2. The method of claim 1, wherein providing a rule modification entry for modifying the medical audit rule presented by the first modification window in response to the triggered edit modification instruction in S02 comprises:
responding to a triggered first editing instruction, adding a medical item field, a medical target field and a standard relation field of the medical item field and the medical target field in the medical auditing rule;
responding to a triggered second editing instruction, and reducing a medical project field, a medical target field and a standard relation field of the medical project field and the medical target field in the medical auditing rule;
and in response to the triggered third editing instruction, modifying the medical item field, the medical target field and the standard relation field of the medical item field and the medical target field of the medical auditing rule.
3. The method of claim 1, wherein the step of determining the position of the substrate comprises,
the relationship field includes logic for at least one of: the same, different, greater than, less than, equal to, greater than or equal to, less than or equal to, not equal to, contained in, not contained in, all contained in, empty, not empty.
4. The method of claim 1, further comprising, prior to said receiving the medical audit rule as the current new medical audit rule:
comparing the received medical auditing rules with original medical auditing rules of the medical knowledge base;
and according to the comparison result, highlighting the difference between the new medical auditing rule and the original medical auditing rule of the medical knowledge base.
5. A data processing apparatus for medical auditing, comprising:
the modification operation entry control module is used for responding to the modification operation of the medical auditing rule triggered by the modification operation entry, and retrieving and displaying an auditing logic configuration interface, wherein the modification operation entry for modifying the medical auditing rule is preset;
the modification demand instruction identification module is used for monitoring and knowing that the audit logic configuration interface receives a first modification demand instruction, providing a first modification window for editing and modifying a preset original medical audit rule, and providing a second modification window for creating a new medical audit rule when monitoring and knowing that the audit logic configuration interface receives a second modification demand instruction;
The modification output control module is used for receiving the edited and modified medical auditing rule in the first modification window or receiving the newly-built medical auditing rule in the second modification window, and taking the received medical auditing rule as a current new medical auditing rule;
the modification requirement instruction identification module is further used for providing a selection entry for linking to a medical knowledge base in the first modification window, wherein the medical knowledge base is a pre-constructed database storing medical knowledge, the medical knowledge is composed of medical fields, the medical fields comprise medical item fields, medical target fields and standard relation fields of the medical item fields and the medical target fields, and the selection entry is used for selecting the medical fields in the medical knowledge base; the medical project field is an object which corresponds to a keyword in the medical file to be audited and is judged whether to accord with the rule, and the medical target field is a threshold object for comparison with the medical project field; receiving a selection signal for a medical project field required to be changed in the selected medical knowledge base through the selection inlet, displaying the original preset medical auditing rule corresponding to the selection signal in the first modification window, and responding to the triggered editing modification instruction to provide a rule modification inlet for modifying the medical auditing rule displayed in the first modification window; providing a selection portal for linking to a medical knowledge base in the second modification window; receiving a selection signal of a medical target field required for creating a new medical auditing rule through the selection entry, and creating a relation field between a medical item field required for the new medical auditing rule and the medical target field;
The device is also for:
acquiring a medical file to be checked, and extracting keywords of the medical file to be checked; verifying the extracted keywords of the medical file to be verified by the current new medical verification rule, and judging whether the medical file to be verified passes the authentication;
outputting prompt information for representing that the medical file to be checked passes authentication when the keywords of the medical file to be checked all accord with the current new medical checking rule; outputting prompt information for representing that the medical file to be checked does not pass authentication when the keywords of the medical file to be checked do not all meet the current new medical checking rule, and highlighting the keywords which do not meet the current new medical checking rule.
6. The apparatus of claim 5, wherein the modification demand instruction identification module comprises:
the first editing unit is used for responding to the triggered first editing instruction, and adding a medical project field, a medical target field and a standard relation field of the medical project field and the medical target field in the medical auditing rule; and responding to the triggered second editing instruction, reducing the standard relation fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule, and responding to the triggered third editing instruction, and changing the standard relation fields of the medical item field, the medical target field and the medical item field and the medical target field in the medical auditing rule.
7. The apparatus of claim 5, wherein the modification demand instruction identification module comprises:
a rule creation unit for creating a relationship field of a medical item field and a medical target field required for a new medical auditing rule, wherein the relationship field comprises at least one of the following logic: the same, different, greater than, less than, equal to, greater than or equal to, less than or equal to, not equal to, contained in, not contained in, all contained in, empty, not empty.
8. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the data processing method of a medical audit according to any of claims 1-4 when the computer program is executed by the processor.
9. A computer-readable storage medium, in which a computer program is stored, which computer program is executable by at least one processor to cause the at least one processor to perform the steps of the data processing method of medical auditing according to any of claims 1-4.
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| CN109616185A (en) * | 2018-12-13 | 2019-04-12 | 平安医疗健康管理股份有限公司 | The method and relevant device of inspection item behavior are issued in detection in violation of rules and regulations |
| CN109637619A (en) * | 2018-12-13 | 2019-04-16 | 平安医疗健康管理股份有限公司 | Recognition methods, device, server and the medium of antimicrobial behavior are issued in violation of rules and regulations |
| CN112782414B (en) * | 2019-11-11 | 2024-01-23 | 深圳迈瑞生物医疗电子股份有限公司 | Sample analysis system and setting method thereof |
| CN113450904A (en) * | 2020-03-24 | 2021-09-28 | 北京平安联想智慧医疗信息技术有限公司 | Apparatus, system and method for assessing medical behavior |
| CN111554370A (en) * | 2020-05-14 | 2020-08-18 | 北京嘉和美康信息技术有限公司 | Electronic medical record auditing method and device |
| CN112258300B (en) * | 2020-12-03 | 2021-04-06 | 支付宝(杭州)信息技术有限公司 | Auditing method and device for order generation |
| CN113553480A (en) * | 2021-07-28 | 2021-10-26 | 用友汽车信息科技（上海）股份有限公司 | Document auditing method, document auditing device and readable storage medium |
| CN113778399B (en) * | 2021-11-11 | 2022-03-01 | 飞狐信息技术（天津）有限公司 | Configuration method and device of bottom layer channel |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103339631A (en) * | 2010-12-03 | 2013-10-02 | 皇家飞利浦电子股份有限公司 | Medical information system ruleset creation and/or evaluation graphical user interface |
| CN106095821A (en) * | 2016-06-01 | 2016-11-09 | 浪潮软件集团有限公司 | Universal form configuration management method |
| CN106875156A (en) * | 2017-02-14 | 2017-06-20 | 电子科技大学 | A kind of generalization intelligent checks platform and its checking method |
| CN107657066A (en) * | 2017-11-13 | 2018-02-02 | 医渡云（北京）技术有限公司 | Medical data scientific research field customizing method and device |
| CN107895593A (en) * | 2017-10-27 | 2018-04-10 | 深圳市健康易信息科技有限公司 | Data processing method and related product |
-
2018
- 2018-05-11 CN CN201810449895.5A patent/CN108648810B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103339631A (en) * | 2010-12-03 | 2013-10-02 | 皇家飞利浦电子股份有限公司 | Medical information system ruleset creation and/or evaluation graphical user interface |
| CN106095821A (en) * | 2016-06-01 | 2016-11-09 | 浪潮软件集团有限公司 | Universal form configuration management method |
| CN106875156A (en) * | 2017-02-14 | 2017-06-20 | 电子科技大学 | A kind of generalization intelligent checks platform and its checking method |
| CN107895593A (en) * | 2017-10-27 | 2018-04-10 | 深圳市健康易信息科技有限公司 | Data processing method and related product |
| CN107657066A (en) * | 2017-11-13 | 2018-02-02 | 医渡云（北京）技术有限公司 | Medical data scientific research field customizing method and device |
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