CN114882965A - Single disease type data reporting method, terminal equipment and storage medium - Google Patents
Single disease type data reporting method, terminal equipment and storage medium Download PDFInfo
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- CN114882965A CN114882965A CN202210578389.2A CN202210578389A CN114882965A CN 114882965 A CN114882965 A CN 114882965A CN 202210578389 A CN202210578389 A CN 202210578389A CN 114882965 A CN114882965 A CN 114882965A
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2455—Query execution
- G06F16/24564—Applying rules; Deductive queries
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/174—Form filling; Merging
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06395—Quality analysis or management
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
- Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation
Abstract
The invention relates to a single disease category data reporting method, terminal equipment and a storage medium, wherein the method comprises the following steps: constructing a reporting rule according to the reporting content which needs to be met by the reporting of a single disease type; based on the reporting rule, searching diagnostic data capable of matching the reporting rule; generating a corresponding filling task aiming at each searched diagnosis data so as to fill the contents which are required to be reported when the diagnosis data belong to a single disease type to be reported into a corresponding form; searching corresponding content filling standards according to the field names in the form, further judging whether the field values filled in the form meet the content filling standards, and labeling the field values which do not meet the content filling standards; receiving the modification of the content in the form by the staff according to the labeling information, and sending the modification result to the auditor; receiving the auditing result of the auditor, and directly reporting if the auditing result passes; otherwise, returning to the staff for modification. The invention can realize the intelligent filling of the single disease report form and can improve the working efficiency of the working personnel.
Description
Technical Field
The invention relates to the field of single disease reporting, in particular to a single disease data reporting method, terminal equipment and a storage medium.
Background
The current single disease reporting process has the following pain points: (1) the doctor is heavy in work burden of reporting, so that the doctor is easy to report by mistake and report by mistake, and wastes time and labor; (2) a single disease administrator cannot supervise the reporting process; (3) the quality control part is difficult to monitor key links in the diagnosis and treatment process of single disease species, and the reporting and the quality control are disjointed; (4) the reported data can not be utilized, and the statistics, analysis and feedback of the quality monitoring information of single disease species are difficult.
Disclosure of Invention
In order to solve the above problems, the present invention provides a single disease category data reporting method, a terminal device and a storage medium.
The specific scheme is as follows:
a single disease category data reporting method comprises the following steps:
s1: constructing a reporting rule corresponding to a single disease species according to the reporting content required to be met by the reporting of the single disease species;
s2: based on the reporting rule, searching diagnostic data which can match the reporting rule from all diagnostic data corresponding to a single disease type;
s3: generating a corresponding filling task aiming at each searched diagnosis data so as to fill the contents which are required to be reported when the diagnosis data belong to a single disease type to be reported into a corresponding form; the form comprises a field name corresponding to the content to be reported and a field value at a position corresponding to the field name to be filled;
s4: searching corresponding content filling standards according to the field names in the form, further judging whether the field values filled in the form meet the content filling standards, and labeling the field values which do not meet the content filling standards;
s5: receiving the modification of the content in the form by the staff according to the labeling information, and sending the modification result to the auditor;
s6: receiving the auditing result of the form by the auditor according to the content filling standard when the single disease species are reported, and directly reporting the form if the form passes the auditing; and if the audit is not passed, returning to the staff for modification.
Further, diagnostic data includes medical records, examination reports, and test reports.
Further, when searching in step S2, converting unstructured data in the diagnostic data into corresponding structured data and storing the structured data in the Elasticsearch index, storing the unstructured data before conversion in the HBase database, locating Rowkey of the unstructured data through the participle of the Elasticsearch and the full-text retrieval function, and extracting the unstructured data in the HBase database through the Rowkey.
Further, before the generation of the report task in step S3, the method further includes performing a duplicate elimination process on all the searched diagnostic data, so as to avoid a situation that different diagnostic data of the same patient are reported at the same time.
A single disease type data reporting terminal device comprises a processor, a memory and a computer program which is stored in the memory and can run on the processor, wherein the steps of the method of the embodiment of the invention are realized when the processor executes the computer program.
A computer-readable storage medium, in which a computer program is stored, which, when being executed by a processor, carries out the steps of the method as described above for an embodiment of the invention.
By adopting the technical scheme, the intelligent report of the report form of the single disease can be realized, and the working efficiency of the working personnel can be improved.
Drawings
Fig. 1 is a flowchart illustrating a first embodiment of the present invention.
Fig. 2 is a schematic diagram illustrating the report content of the report of a single disease category in this embodiment.
Detailed Description
To further illustrate the various embodiments, the invention provides the accompanying drawings. The accompanying drawings, which are incorporated in and constitute a part of this disclosure, illustrate embodiments of the invention and, together with the description, serve to explain the principles of the embodiments. Those skilled in the art will appreciate still other possible embodiments and advantages of the present invention with reference to these figures.
The invention will now be further described with reference to the accompanying drawings and detailed description.
The first embodiment is as follows:
the embodiment of the invention provides a single disease category data reporting method, as shown in fig. 1, the method comprises the following steps:
s1: and constructing a reporting rule corresponding to the single disease according to the reporting content required to be met by the reporting of the single disease.
S2: and searching the diagnostic data which can be matched with the reporting rule from all the diagnostic data corresponding to the single disease type based on the reporting rule.
As shown in fig. 2, when reporting a single disease, diagnostic data meeting the reporting content needs to be reported, and diagnostic data that does not need to be reported need not be reported, so that diagnostic data meeting the reporting content in all diagnostic data corresponding to each single disease in a hospital needs to be screened out, and the screening process is implemented by configuring reporting rules corresponding to the single disease, converting the reporting content into corresponding reporting rules, and searching diagnostic data that can match the reporting rules from all diagnostic data, that is, the diagnostic data that needs to be reported.
The diagnostic data generally includes medical records, examination reports, and the like, and therefore the data types include structured data (such as data in electronic medical records) and unstructured data (text data), and field names and field values required to be matched with rules can be easily found from the structured data, but the field names and field values corresponding to some reporting rules are not located in the structured data part, but located in the unstructured part, and thus, certain influence is caused on matching. In order to solve the technical problem, in this embodiment, the corresponding unstructured document information is converted and extracted into a text by using parsers defined by an application layer, such as a PDF parser, an ODT parser, and the like, the text is then structured and stored in an Elasticsearch index, and an original file is stored in an HBase database. And positioning the Rowkey of the file by means of the word segmentation of the elastic search and the full-text retrieval function, and extracting the original file through the Rowkey to finally realize data retrieval. The function is realized by using Hbase with a large table storage structure and high-efficiency concurrent writing performance as a real-time column database for storing a billion-row-by-million-column scale table, and using Hadoop HDFS as a distributed file system at the bottom layer of data storage, so that the high reliability of data and the high expansibility of a system are ensured, an elastic search index structure and the large Hbase table structure are integrated, and a high-efficiency real-time full-text retrieval function is provided.
S3: generating a corresponding filling task aiming at each searched diagnosis data so as to fill the contents which are required to be reported when the diagnosis data belong to a single disease type to be reported into a corresponding form; the form includes a field name corresponding to the content to be reported and a field value at a position corresponding to the field name to be filled.
In the embodiment, Natural Language Processing (NLP) technology is adopted to perform auxiliary extraction of field names and field values for unstructured data in the diagnostic data, and a preliminary structured data result is formed by extracting fact information such as entities, relations, events and the like of a specified type.
S4: and searching corresponding content filling standards according to the field names in the form, further judging whether the field values filled in the form meet the content filling standards, and labeling the field values which do not meet the content filling standards.
S5: and receiving the modification of the contents in the form by the staff according to the labeling information, and sending the modification result to the auditor.
S6: receiving the auditing result of the form by the auditor according to the content filling standard when the single disease species are reported, and directly reporting the form if the form passes the auditing; and if the audit is not passed, returning to the staff for modification.
The embodiment of the invention can accurately fill the form items, and reduce the workload and the working intensity of a large amount of reading, understanding and data filling of the filling personnel.
Example two:
the invention also provides a single disease type data reporting terminal device, which comprises a memory, a processor and a computer program which is stored in the memory and can run on the processor, wherein the processor executes the computer program to realize the steps of the method embodiment of the first embodiment of the invention.
Further, as an executable scheme, the single disease category data reporting terminal device may be a desktop computer, a notebook, a palm computer, a cloud server, or other computing devices. The single disease category data reporting terminal device can include, but is not limited to, a processor and a memory. It should be understood by those skilled in the art that the above-mentioned structure of the single-disease data reporting terminal device is only an example of the single-disease data reporting terminal device, and does not constitute a limitation to the single-disease data reporting terminal device, and may include more or less components than the above, or combine some components, or different components, for example, the single-disease data reporting terminal device may further include an input/output device, a network access device, a bus, and the like, which is not limited in this embodiment of the present invention.
Further, as an executable solution, the Processor may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other Programmable logic device, a discrete Gate or transistor logic device, a discrete hardware component, and the like. The general processor may be a microprocessor or the processor may be any conventional processor, and the processor is a control center of the single disease type data reporting terminal device, and various interfaces and lines are used to connect various parts of the whole single disease type data reporting terminal device.
The memory can be used for storing the computer program and/or the module, and the processor can realize various functions of the single disease type data reporting terminal equipment by running or executing the computer program and/or the module stored in the memory and calling the data stored in the memory. The memory can mainly comprise a program storage area and a data storage area, wherein the program storage area can store an operating system and an application program required by at least one function; the storage data area may store data created according to the use of the mobile phone, and the like. In addition, the memory may include high-speed random access memory, and may also include non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), at least one magnetic disk storage device, a Flash memory device, or other volatile solid state storage device.
The invention also provides a computer-readable storage medium, in which a computer program is stored, which, when being executed by a processor, carries out the steps of the above-mentioned method of an embodiment of the invention.
If the module/unit integrated with the single disease category data reporting terminal device is realized in the form of a software functional unit and is sold or used as an independent product, the module/unit can be stored in a computer readable storage medium. Based on such understanding, all or part of the flow of the method according to the embodiments of the present invention may also be implemented by a computer program, which may be stored in a computer-readable storage medium, and when the computer program is executed by a processor, the steps of the method embodiments may be implemented. Wherein the computer program comprises computer program code, which may be in the form of source code, object code, an executable file or some intermediate form, etc. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, usb disk, removable hard disk, magnetic disk, optical disk, computer Memory, Read-Only Memory (ROM), Random Access Memory (RAM), software distribution medium, and the like.
While the invention has been particularly shown and described with reference to a preferred embodiment, it will be understood by those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the invention as defined by the appended claims.
Claims (6)
1. A single disease category data reporting method is characterized by comprising the following steps:
s1: constructing a reporting rule corresponding to a single disease type according to the reporting content required to be met by the data reporting of the single disease type;
s2: based on the reporting rule, searching diagnostic data which can match the reporting rule from all diagnostic data corresponding to a single disease type;
s3: generating a corresponding filling task aiming at each searched diagnosis data so as to fill the contents which are required to be reported when the diagnosis data belong to a single disease type to be reported into a corresponding form; the form comprises a field name corresponding to the content to be reported and a field value at a position corresponding to the field name to be filled;
s4: searching corresponding content filling standards according to the field names in the form, further judging whether the field values filled in the form meet the content filling standards, and labeling the field values which do not meet the content filling standards;
s5: receiving the modification of the content in the form by the staff according to the labeling information, and sending the modification result to the auditor;
s6: receiving the auditing result of the form by the auditor according to the content filling standard when the single disease species are reported, and directly reporting the form if the form passes the auditing; and if the audit is not passed, returning to the staff for modification.
2. The single disease category data reporting method of claim 1, wherein: diagnostic data includes medical records, examination reports, and test reports.
3. The single disease category data reporting method of claim 1, wherein: when searching in the step S2, converting unstructured data in the diagnostic data into corresponding structured data and storing the structured data in the Elasticsearch index, storing the unstructured data before conversion into the HBase database, positioning the Rowkey of the unstructured data through the word segmentation and full-text retrieval functions of the Elasticsearch, and extracting the unstructured data in the HBase database through the Rowkey.
4. The single disease category data reporting method of claim 1, wherein: before the step S3 generates the report task, the method further includes performing duplicate elimination processing on all the searched diagnostic data, so as to avoid the situation that different diagnostic data of the same patient are reported at the same time.
5. The utility model provides a single kind of disease data terminal equipment that reports which characterized in that: comprising a processor, a memory and a computer program stored in the memory and running on the processor, the processor implementing the steps of the method according to any of claims 1 to 4 when executing the computer program.
6. A computer-readable storage medium storing a computer program, characterized in that: the computer program when executed by a processor implementing the steps of the method as claimed in any one of claims 1 to 4.
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| CN202210578389.2A CN114882965A (en) | 2022-05-26 | 2022-05-26 | Single disease type data reporting method, terminal equipment and storage medium |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115050442A (en) * | 2022-08-17 | 2022-09-13 | 深圳市指南针医疗科技有限公司 | Disease category data reporting method and device based on mining clustering algorithm and storage medium |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115050442A (en) * | 2022-08-17 | 2022-09-13 | 深圳市指南针医疗科技有限公司 | Disease category data reporting method and device based on mining clustering algorithm and storage medium |
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