CN115620851A - Data verification method and device, electronic equipment and readable storage medium - Google Patents
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Abstract
The application discloses a data verification method, a device, electronic equipment and a readable storage medium, which are applied to a clinical electronic data acquisition system, wherein the clinical electronic data acquisition system at least comprises one of a data layer, a logic layer and a verification layer, and the data verification method comprises the following steps: responding to a form input instruction, and acquiring field information corresponding to the form in the data layer; searching a logical relation corresponding to the field information in the logical layer, and searching a check rule corresponding to the logical relation in the check layer; and verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result. The technical problem that the database building comprehensive efficiency of a clinical electronic data acquisition system is low in the prior art is solved.
Description
Technical Field
The application belongs to the technical field of intelligent medical treatment, and relates to a data verification method, a data verification device, electronic equipment and a readable storage medium.
Background
The current clinical Electronic data acquisition system generally has pain points with complex library building logic and long library building time, wherein the library building part comprises an ECRF (Electronic Case report Form) building part and an ECRF verifying part, and the ECRF basically takes half of the time; most manufacturers concentrate on improving efficiency and reducing library building complexity in an ECRF (electronic challenge rf) creating stage, but verification of ECRF still requires library building personnel to manually write programs for verification, requirements on the library building personnel are high, a verification period is long, and therefore comprehensive efficiency of library building is low.
Disclosure of Invention
The application mainly aims to provide a data verification method, and aims to solve the technical problem that the database building comprehensive efficiency of a clinical electronic data acquisition system in the prior art is low.
In order to achieve the above object, the present application provides a data verification method applied to a clinical electronic data acquisition system, where the clinical electronic data acquisition system at least includes one of a data layer, a logic layer, and a verification layer, and the data verification method includes:
responding to a form input instruction, and acquiring field information corresponding to the form in the data layer;
searching a logic relation corresponding to the field information in the logic layer, and searching a check rule corresponding to the logic relation in the check layer;
and verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result.
Optionally, the step of searching for the logical relationship corresponding to the field information in the logical layer includes:
determining the field type according to the field information;
and searching the default data information and the default logic information corresponding to the field type in the logic layer to obtain the logic relationship corresponding to the field information.
Optionally, before the step of searching for the check rule corresponding to the logical relationship in the check layer, the data check method further includes:
determining the first checking information according to the field information and the default data information;
determining the second check-up information according to the field information and the default logic information;
and splicing the first check information and the second check information to form the check case.
Optionally, the step of forming a verification use case according to each verification rule includes:
searching the first check information and the second check information corresponding to the logical relationship in the check layer;
and determining the verification use case according to the first verification information and the second verification information.
Optionally, the step of verifying the field information according to a verification case formed by each verification rule, and generating and displaying a verification result includes:
according to the check case, checking the field content to generate the first check result;
verifying the field type according to the verification use case to generate a second verification result;
and determining the checking result according to the first checking result and the second checking result.
Optionally, the verifying the field type according to the verification rule, and the generating the second verification result includes:
determining the logic association information according to the check rule;
and verifying the logic association field type corresponding to the field type according to the logic association information to generate the second verification result.
Optionally, the step of determining the verification result according to the first verification result and the second verification result includes:
if the first check result and the second check result are both the check success information, generating and displaying the use case success information;
if the first check result and the second check result are judged to be check failure information, generating and displaying case failure information;
and if the first verification result or the second verification result is judged to be verification failure information, generating and displaying case failure information.
In order to achieve the above object, the present application further provides a data verification apparatus applied to a clinical electronic data collection system, where the clinical electronic data collection system at least includes one of a data layer, a logic layer, and a verification layer, and the data verification apparatus includes:
the data module is used for responding to a form input instruction and acquiring field information corresponding to the form in the data layer;
the logic module is used for searching a logic relation corresponding to the field information in the logic layer and searching a check rule corresponding to the logic relation in the check layer;
and the verification module is used for verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result.
Optionally, the logic module is configured to:
the step of searching the logic relationship corresponding to the field information in the logic layer comprises:
determining the field type according to the field information;
and searching the default data information and the default logic information corresponding to the field type in the logic layer to obtain the logic relationship corresponding to the field information.
Optionally, the logic module is configured to:
before the step of searching for the verification rule corresponding to the logical relationship in the verification layer, the data verification method further includes:
determining the first checking information according to the field information and the default data information;
determining the second check-up information according to the field information and the default logic information;
and splicing the first check information and the second check information to form the check case.
Optionally, the logic module is configured to:
the step of forming a verification use case according to each verification rule comprises the following steps:
searching the first check information and the second check information corresponding to the logical relationship in the check layer;
and determining the verification use case according to the first verification information and the second verification information.
Optionally, the verification module is configured to:
the step of verifying the field information according to the verification case composed of the verification rules and generating and displaying the verification result comprises the following steps:
according to the check case, checking the field content to generate the first check result;
according to the check case, checking the field type to generate a second check result;
and determining the checking result according to the first checking result and the second checking result.
Optionally, the verification module is configured to:
the step of verifying the field type according to the verification use case and generating the second verification result comprises:
determining the logic association information according to the check case;
and verifying the logic association field type corresponding to the field type according to the logic association information to generate the second verification result.
Optionally, the verification module is configured to:
the step of determining the verification result according to the first verification result and the second verification result comprises:
if the first check result and the second check result are both the check success information, generating and displaying the use case success information;
if the first check result and the second check result are judged to be check failure information, generating and displaying case failure information;
and if the first check result or the second check result is judged to be check failure information, generating and displaying case failure information.
The present application further provides an electronic device, the electronic device including: a memory, a processor and a program of the data verification method stored on the memory and executable on the processor, the program of the data verification method being executable by the processor to implement the steps of the data verification method as described above.
The present application also provides a computer-readable storage medium having stored thereon a program for implementing a data verification method, which when executed by a processor implements the steps of the data verification method as described above.
The present application also provides a computer program product comprising a computer program which, when executed by a processor, performs the steps of the data verification method as described above.
The application provides a data verification method, a device, electronic equipment and a readable storage medium, which are applied to a clinical electronic data acquisition system, wherein the clinical electronic data acquisition system at least comprises one of a data layer, a logic layer and a verification layer; searching a logical relation corresponding to the field information in the logical layer, and searching a check rule corresponding to the logical relation in the check layer; and verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result. The clinical electronic data acquisition system comprises a data layer, a logic layer and a check layer, and the field information corresponding to the form is acquired in the data layer, so that the logic relation corresponding to the field information is searched in the logic layer, the check rule of the field information is determined based on the logic relation, manual program writing is not needed, automatic check of the field information is realized, the difficulty of data check is reduced, the time of data check is shortened, the efficiency of data check is improved, the check result can be displayed, a user can be prompted, the user can modify the field information according to the check result, and the relative accuracy of the input field information is further ensured, so that the technical problem of low comprehensive efficiency of the clinical electronic data acquisition system is solved.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and together with the description, serve to explain the principles of the application.
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, and it is obvious for those skilled in the art to obtain other drawings without inventive exercise.
FIG. 1 is a schematic flowchart illustrating a first embodiment of a data verification method according to the present application;
FIG. 2 is a schematic flowchart illustrating a second embodiment of a data verification method according to the present application;
FIG. 3 is a schematic flow chart of a data verification method according to a third embodiment of the present application;
FIG. 4 is a schematic structural diagram of an embodiment of a data verification apparatus according to the present application;
fig. 5 is a schematic device structure diagram of a hardware operating environment related to the data verification method in the embodiment of the present application.
The objectives, features, and advantages of the present application will be further described with reference to the accompanying drawings.
Detailed Description
In order to make the aforementioned objects, features and advantages of the present application more comprehensible, embodiments of the present application are described in detail below with reference to the accompanying drawings. It should be apparent that the described embodiments are only a few embodiments of the present application, and not all embodiments. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments in the present application without any creative effort belong to the protection scope of the present application.
Example one
Referring to fig. 1, an embodiment of the present application provides a data verification method applied to a clinical electronic data acquisition system, where the clinical electronic data acquisition system includes a data layer, a logic layer, and a verification layer, and the data verification method includes:
step S10, responding to a form input instruction, and acquiring field information corresponding to the form in the data layer;
step S20, searching a logic relation corresponding to the field information in the logic layer, and searching a check rule corresponding to the logic relation in the check layer;
and S30, verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result.
In this embodiment, it should be noted that the clinical electronic data collection system is used for a clinical test, the clinical test may include a plurality of items, the items include a plurality of form information, the form information may include a plurality of field information, the field information at least includes one of a field type and a field content, when a field content corresponding to the field type is not input, the field content may be null, when the field content is input, the field information may be verified at the same time, the verification result may be a case failure or a case success, the data layer may include a plurality of forms and field information corresponding to the forms, the logic layer may be a logical relationship between the field information, the verification layer is generated by automatic conversion of the logic layer, the verification case corresponding to the verification layer may be automatically generated according to the logical relationship, when the field information is input by a user, the verification rule may be triggered, and the verification result of the input field information may be determined according to the verification rule.
As an example, steps S10 to S30 include: responding to a form input instruction, acquiring field information corresponding to the form information in the data layer and determining the current input content of the field information; searching a logic relation corresponding to the field information in the logic layer; searching a check rule corresponding to the logic relation in a check layer; generating the verification use case according to the verification rules; and verifying the field information according to the verification case, and generating and displaying a verification result. The verification result can be displayed on an interface of a form currently input by a user, when the field information is input, the field information can be verified at the same time, the verification result corresponding to the field information is generated, the verification result can prompt whether the field information currently input by the user is wrong or not, but does not interfere with the field information input by the user, and the user judges whether to modify the field information according to the verification result.
Step A10, determining the field type according to the field information;
step A20, the default data information and the default logic information corresponding to the field type are searched in the logic layer, and the logic relationship corresponding to the field information is obtained.
In this embodiment, it should be noted that the field information includes a field type and a field content, the field type is description information of the field information, the field content is data of input field information, the field type may be represented by text or by numbers, and is specifically determined by combining description information of the field information, the field content is content corresponding to the field type, the default data information is field content preset by the field information, the default logical information is a logical relationship preset by the field information, for example, the field type may be represented by data of height, blood type, blood pressure, and the like, when clinical test data requires blood glucose level to obtain blood glucose value, the preset field content may be less than 6.1, the input field content may be any value, when a date needs to be specified, the field type may be represented by a date, the field content may be greater than 2022, 10 months and 30 days, and the input field content may also be any value.
As an example, steps a10 to a20 include: determining the field type according to the field information; searching default data information and default logic information corresponding to the field type in a logic layer; and determining the logic relation corresponding to the field information according to the default data information and the default logic information. And the default data information and the default logic information are preset information of a logic layer and are used for determining a check case of the field information.
Wherein the step of forming a verification use case according to each verification rule comprises:
step B10, searching the first check information and the second check information corresponding to the logical relationship in the check layer;
and B20, determining the verification use case according to the first verification information and the second verification information.
In this embodiment, it should be noted that the logical relationship at least includes one of default data information and default logical information, the check rule includes first check information and second check information, both the first check information and the second check information are preset information, the check rule is used for checking field information, the first check information is a mapping relationship between field contents corresponding to the default data information and the field information, the field contents have preset default data information, the second check information is a mapping relationship between the default logical information and the field information, and the field information has preset default logical information.
As an example, steps B10 to B20 include: searching first check information corresponding to the default data information in the check layer; searching second check-up information corresponding to the default logic information in the check-up layer; determining a check rule corresponding to the logic relationship according to the first check information and the second check information; and determining the verification use case according to the verification rule. The second check information corresponding to the default logical information is searched for in the check layer, the second check information can be retrieved in the check layer according to the field type corresponding to the default logical information, the first check information and the second check information can be searched for simultaneously, the check rule can be determined according to the first check information, the check rule can also be determined according to the second check information, and the check case can be composed of a plurality of check rules.
The application provides a data verification method, which is applied to a clinical electronic data acquisition system, wherein the clinical electronic data acquisition system at least comprises one of a data layer, a logic layer and a verification layer; searching a logical relation corresponding to the field information in the logical layer, and searching a check rule corresponding to the logical relation in the check layer; and verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result. The clinical electronic data acquisition system comprises a data layer, a logic layer and a check layer, and the field information corresponding to the form is acquired in the data layer, so that the logic relation corresponding to the field information is searched in the logic layer, the check rule of the field information is determined based on the logic relation, a program is not required to be written manually, automatic check of the field information is realized, the difficulty of data check is reduced, the time of data check is shortened, the efficiency of data check is improved, and the check result can be displayed, so that a user can be prompted, and the user can modify the field information according to the check result, so that the relative accuracy of the input field information is ensured, and the technical problem of low comprehensive database building efficiency of the clinical electronic data acquisition system is solved.
Example two
Further, referring to fig. 2, based on the foregoing embodiment of the present application, in another embodiment of the present application, the same or similar contents to the foregoing embodiment may be referred to the foregoing description, and are not repeated herein. On this basis, before the step of searching the check rule corresponding to the logical relationship in the check layer, the data check method further includes:
step C10, determining first check information according to the field information and the default data information;
step C20, determining second check-up information according to the field information and the default logic information;
and step C30, splicing the first check information and the second check information to form the check case.
In this embodiment, it should be noted that the check case includes first check information and second check information, the check case is used for checking the field information, the first check information is a mapping relationship between default data information and field content corresponding to the field information, the field content has preset default data information, the second check information is a mapping relationship between default logic information and the field information, the field information has preset default logic information, both the first check information and the second check information are preset information, the check case corresponding to the check layer is formed according to the first check information and the second check information, and automatic conversion from the logic layer to the check layer is achieved.
As an example, the steps C10 to C30 include: determining first check information according to field content corresponding to the field information and the default data information; determining second check-up information according to the field type corresponding to the field information and the default logic information; and splicing the first check information and the second check information to generate a check case, wherein the first check information and the second check information can be represented as one logical unit, for example, when the field type is gender, when the default data information is male, and when the default logical information is not checked, the first check information can be represented as "gender = male", and the second check information can be represented as "whether to check = no", splicing the first check information and the second check information, and obtaining the check case as "gender = male: if the default data is female, and the default logical information is check, the first verification information may be represented as "sex = female", and the second verification information may be represented as "if check = yes", the first verification information and the second verification information are spliced, and the obtained verification case is "sex = female", then: check if = yes.
In the embodiment of the application, the default data information and the default logic information are set in the logic layer, so that the first check information and the second check information corresponding to the logic layer are obtained, the first check information and the second check information are combined, the check case corresponding to the check layer is generated, the automatic conversion from the logic layer to the check layer is realized, the field information corresponding to the form information can be checked without manual programming, the check difficulty is reduced, and the comprehensive efficiency in the library building stage of the clinical electronic data acquisition system is improved.
EXAMPLE III
Further, referring to fig. 3, based on the above-mentioned embodiment of the present application, in another embodiment of the present application, the same or similar contents to the above-mentioned embodiment may be referred to the above description, and are not repeated herein. On this basis, the step of verifying the field information according to the verification case formed by the verification rules and generating and displaying the verification result comprises the following steps:
step D10, verifying the field content according to the verification case to generate the first verification result;
step D20, according to the check case, checking the field type to generate the second check result;
and D30, determining the checking result according to the first checking result and the second checking result.
In this embodiment, it should be noted that the first check result is a check result of the field content, the field content may be checked according to the first check information, and the second check result is a check result of the field type, and the field content may be checked according to the second check information.
As an example, steps D10 to D30 include: acquiring a verification use case corresponding to the verification rule; verifying the field content according to first verification information corresponding to a verification case to generate a first verification result; verifying the field content according to second verification information corresponding to the verification case to generate a second verification result; and determining the checking result according to the first checking result and the second checking result. The first verification result and the second verification result can be generated simultaneously, and the displayed verification result also comprises the first verification result and the second verification result. For example, the first check result may be represented as a field content check success or a field content check failure, and the second check result may be represented as a field type check success or a field content check failure. In this embodiment, the field content and the field type are verified, and a first verification result corresponding to the field content and a second verification result corresponding to the field type are generated respectively, so that whether the field content or the field type is a verification result can be determined clearly, and a user can modify field information conveniently according to the verification result.
Wherein, the step of verifying the field type according to the verification use case and generating the second verification result comprises:
step E10, determining the logic association information according to the check case;
and E20, verifying the logic association field type corresponding to the field type according to the logic association information to generate the second verification result.
In this embodiment, it should be noted that the logical association information is used to describe an association relationship between field information of different forms, and is logical association information preset in the field information, and the logical association field type is a logical association field type corresponding to the field information input by the user, for example, in the same clinical trial, for the same subject, field information on different forms needs to be filled, and when different forms all include field information of height and weight, whether the same field information is consistent between the different forms is detected through the logical association information.
As an example, steps E10 to E20 include: searching a check case corresponding to the field type in a check layer; determining logic associated information corresponding to the field type according to the check case; and verifying the logic association field type according to the logic association information to generate a second verification result.
Wherein the step of determining the verification result according to the first verification result and the second verification result comprises:
step F10, if the first check result and the second check result are both check success information, generating and displaying case success information;
step F20, if the first check result and the second check result are both check failure information, generating and displaying case failure information;
and F30, if the first verification result or the second verification result is judged to be verification failure information, generating and displaying case failure information.
In this embodiment, it should be noted that the first verification result at least includes one of verification success information and verification failure information, the second verification result at least includes one of verification success information and verification failure information, the verification success information is used to describe a first verification result and a second verification result, when the field information conforms to the verification rule, both the first verification result and the second verification result may be verification success information, when the field information does not conform to the verification rule, both the first verification result and the second verification result may be represented as verification failure information, the verification result at least includes use case failure information and use case success information, and is used to describe the verification result of the field information input by the user, and the use case failure information and the use case success information may be described in multiple manners, for example, the use case failure information may be represented as a field type verification failure, and may be represented as a field content verification failure, and the use case success information may be represented as a field type verification success, and may be represented as a field type verification failure.
As an example, steps F10 to F30 include: if the first check result and the second check result are both judged to be check success information, generating and displaying use case success information; if the first check result and the second check result are judged to be check failure information, generating and displaying case failure information; if the first check result or the second check result is judged to be check failure information, generating and displaying case failure information; after the use case failure information and the use case success information are generated, a verification report about the field information is output according to the use case success information and the use case failure information generated by the field information; the verification report is used for analyzing field content information corresponding to the form, and the field information can be analyzed in a statistical manner according to the verification report, so that a reference basis is provided for clinical trials.
In the embodiment, the field information is verified according to the verification rule, the verification result is generated and displayed, and then the user can modify the field information according to the verification result, so that the relative accuracy of the input field information is ensured, the field content and the field information are also verified respectively, and a first verification result corresponding to the field content and a second verification result corresponding to the field type are generated, so that the user can modify the field information in a targeted manner according to the verification result, the verification efficiency is improved, and the comprehensive efficiency of the clinical electronic data acquisition system is improved.
Example four
Referring to fig. 4, an embodiment of the present application further provides a data verification apparatus, which is applied to a clinical electronic data acquisition system, where the clinical electronic data acquisition system includes at least one of a data layer, a logic layer, and a verification layer, and the data verification apparatus includes:
the data module 10 is configured to respond to a form input instruction, and obtain field information corresponding to a form in the data layer;
a logic module 20, configured to search for a logic relationship corresponding to the field information in the logic layer, and search for a check rule corresponding to the logic relationship in the check layer;
and the verification module 30 is configured to verify the field information according to a verification case formed by each verification rule, and generate and display a verification result.
Optionally, the logic module 20 is configured to:
determining the field type according to the field information;
and searching the default data information and the default logic information corresponding to the field type in the logic layer to obtain the logic relationship corresponding to the field information.
Optionally, the logic module 20 is configured to:
determining the first checking information according to the field information and the default data information;
determining the second check-up information according to the field information and the default logic information;
and splicing the first verification information and the second verification information to form the verification case.
Optionally, the logic module 20 is configured to:
searching the first check information and the second check information corresponding to the logical relationship in the check layer;
and determining the check case according to the first check information and the second check information.
Optionally, the verification module 30 is configured to:
verifying the field content according to the verification use case to generate the first verification result;
according to the check case, checking the field type to generate a second check result;
and determining the checking result according to the first checking result and the second checking result.
Optionally, the verification module 30 is configured to:
determining the logic association information according to the check case;
and verifying the logic association field type corresponding to the field type according to the logic association information to generate the second verification result.
Optionally, the verification module 30 is configured to:
if the first check result and the second check result are both the check success information, generating and displaying the use case success information;
if the first check result and the second check result are judged to be check failure information, generating and displaying case failure information;
and if the first check result or the second check result is judged to be check failure information, generating and displaying case failure information.
The data verification device provided by the application adopts the data verification method in the embodiment, and the technical problem of low comprehensive efficiency of database establishment of a clinical electronic data acquisition system is solved. Compared with the prior art, the beneficial effects of the data verification method provided by the embodiment of the present application are the same as those of the data verification method provided by the above embodiment, and other technical features of the data verification device are the same as those disclosed in the above embodiment method, which are not described herein again.
EXAMPLE five
An embodiment of the present application provides an electronic device, where the electronic device may be a playback device, and the electronic device includes: at least one processor; and a memory communicatively coupled to the at least one processor; wherein the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the data verification method in the above embodiments.
Referring now to FIG. 5, shown is a schematic diagram of an electronic device suitable for use in implementing embodiments of the present disclosure. The electronic devices in the embodiments of the present disclosure may include, but are not limited to, mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., car navigation terminals), and the like, and fixed terminals such as digital TVs, desktop computers, and the like. The electronic device shown in fig. 5 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present disclosure.
As shown in fig. 5, the electronic device may include a processing device (e.g., a central processing unit, a graphics processor, etc.) that may perform various appropriate actions and processes in accordance with a program stored in a Read Only Memory (ROM) or a program loaded from a storage device into a Random Access Memory (RAM). In the RAM, various programs and data necessary for the operation of the electronic apparatus are also stored. The processing device, the ROM, and the RAM are connected to each other by a bus. An input/output (I/O) interface is also connected to the bus.
Generally, the following devices may be connected to the I/O interface: input devices including, for example, touch screens, touch pads, keyboards, mice, image sensors, microphones, accelerometers, gyroscopes, and the like; output devices including, for example, liquid Crystal Displays (LCDs), speakers, vibrators, and the like; storage devices including, for example, magnetic tape, hard disk, etc.; and a communication device. The communication device may allow the electronic device to communicate wirelessly or wiredly with other devices to exchange data. While the figures illustrate an electronic device having various devices, it is understood that implementing or having all of the illustrated devices is not a requirement. More or fewer devices may alternatively be implemented or provided.
In particular, according to an embodiment of the present disclosure, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network through the communication device, or installed from a storage device, or installed from a ROM. The computer program, when executed by a processing device, performs the above-described functions defined in the methods of the embodiments of the present disclosure.
According to the electronic equipment provided by the application, the technical problem of low comprehensive efficiency of database building of a clinical electronic data acquisition system is solved by adopting the data verification method in the first embodiment. Compared with the prior art, the beneficial effects of the data verification provided by the embodiment of the present application are the same as the beneficial effects of the data verification method provided by the above embodiment, and other technical features in the data verification device are the same as those disclosed in the above embodiment method, which are not repeated herein.
It should be understood that portions of the present disclosure may be implemented in hardware, software, firmware, or a combination thereof. In the foregoing description of embodiments, the particular features, structures, materials, or characteristics may be combined in any suitable manner in any one or more embodiments or examples.
The above description is only for the specific embodiments of the present application, but the scope of the present application is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present application, and shall be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Example six
The present embodiment provides a computer-readable storage medium having computer-readable program instructions stored thereon for performing the method of data verification in the first embodiment.
The computer readable storage medium provided by the embodiments of the present application may be, for example, a usb disk, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor device, apparatus, or device, or a combination of any of the above. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In this embodiment, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution apparatus, device, or device. Program code embodied on a computer readable storage medium may be transmitted using any appropriate medium, including but not limited to: displacement state information, distance compensation information, and orientation compensation information, or any suitable combination of the foregoing.
The computer-readable storage medium may be embodied in an electronic device; or may be present alone without being incorporated into the electronic device.
The computer readable storage medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: responding to a form input instruction, and acquiring field information corresponding to the form in the data layer; searching a logical relation corresponding to the field information in the logical layer, and searching a check rule corresponding to the logical relation in the check layer; and verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result.
Computer program code for carrying out operations for aspects of the present disclosure may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, smalltalk, C + +, and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of apparatus, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based devices that perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The modules described in the embodiments of the present disclosure may be implemented by software or hardware. Wherein the names of the modules do not in some cases constitute a limitation of the unit itself.
The computer-readable storage medium provided by the application stores computer-readable program instructions for executing the data verification method, and solves the technical problem of low comprehensive efficiency of database establishment of a clinical electronic data acquisition system. Compared with the prior art, the beneficial effects of the computer-readable storage medium provided by the embodiment of the present application are the same as the beneficial effects of the data verification method provided by the above embodiment, and are not described herein again.
EXAMPLE seven
The present application also provides a computer program product comprising a computer program which, when executed by a processor, performs the steps of the data verification prediction method as described above.
The computer program product provided by the application solves the technical problem of low database building comprehensive efficiency of a clinical electronic data acquisition system. Compared with the prior art, the beneficial effects of the computer program product provided by the embodiment of the present application are the same as the beneficial effects of the data verification method provided by the above embodiment, and are not described herein again.
The above description is only a preferred embodiment of the present application, and not intended to limit the scope of the present application, and all modifications of equivalent structures and equivalent processes, which are made by the contents of the specification and the drawings, or which are directly or indirectly applied to other related technical fields, are included in the scope of the present application.
Claims (10)
1. A data verification method applied to a clinical electronic data acquisition system including at least one of a data layer, a logic layer and a verification layer, the data verification method comprising:
responding to a form input instruction, and acquiring field information corresponding to the form in the data layer;
searching a logic relation corresponding to the field information in the logic layer, and searching a check rule corresponding to the logic relation in the check layer;
and verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result.
2. The data verification method of claim 1, wherein the field information includes at least one of a field type and a field content, the logical relationship includes at least one of default data information and default logical information,
the step of searching the logic relationship corresponding to the field information in the logic layer comprises:
determining the field type according to the field information;
and searching the default data information and the default logic information corresponding to the field type in the logic layer to obtain the logic relationship corresponding to the field information.
3. The data verification method of claim 1, wherein the logical relationship includes at least one of default data information and default logical information, the verification rule includes at least first verification information and second verification information,
before the step of searching for the verification rule corresponding to the logical relationship in the verification layer, the data verification method further includes:
determining the first checking information according to the field information and the default data information;
determining the second check-up information according to the field information and the default logic information;
and splicing the first check information and the second check information to form the check case.
4. The data verification method of claim 1, wherein the verification rule includes at least one of first verification information and second verification information,
the step of forming a verification use case according to each verification rule comprises the following steps:
searching the first check information and the second check information corresponding to the logical relationship in the check layer;
and determining the check case according to the first check information and the second check information.
5. The data verification method of claim 1, wherein the verification result comprises at least one of a first verification result and a second verification result, the field information comprises at least a field type and a field content,
the step of verifying the field information according to the verification case composed of the verification rules and generating and displaying the verification result comprises the following steps:
according to the check case, checking the field content to generate the first check result;
according to the check case, checking the field type to generate a second check result;
and determining the checking result according to the first checking result and the second checking result.
6. The data verification method of claim 5, wherein the verification use case includes logical association information, the field type includes a logical association field type,
the step of verifying the field type according to the verification use case and generating the second verification result comprises:
determining the logic association information according to the check case;
and verifying the logic association field type corresponding to the field type according to the logic association information to generate the second verification result.
7. The data verification method of claim 5, wherein the verification result comprises at least one of use case failure information and use case success information, the first verification result comprises at least one of verification success information and verification failure information, the second verification result comprises at least one of verification success information and verification failure information,
the step of determining the verification result according to the first verification result and the second verification result comprises:
if the first check result and the second check result are both the check success information, generating and displaying the use case success information;
if the first check result and the second check result are judged to be check failure information, generating and displaying case failure information;
and if the first check result or the second check result is judged to be check failure information, generating and displaying case failure information.
8. A data verification device, applied to a clinical electronic data acquisition system, the clinical electronic data acquisition system at least comprising one of a data layer, a logic layer and a verification layer, the data verification device comprising:
the data module is used for responding to a form input instruction and acquiring field information corresponding to the form in the data layer;
the logic module is used for searching a logic relation corresponding to the field information in the logic layer and searching a check rule corresponding to the logic relation in the check layer;
and the verification module is used for verifying the field information according to a verification case formed by the verification rules, and generating and displaying a verification result.
9. An electronic device, characterized in that the electronic device comprises:
at least one processor;
and a memory communicatively coupled to the at least one processor;
wherein the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the steps of the data verification method of any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that the computer-readable storage medium has stored thereon a program for implementing a data verification method, the program being executed by a processor to implement the steps of the data verification method according to any one of claims 1 to 7.
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