CN112016266A - Method and device for standardizing names of departments of medical institution and readable medium - Google Patents
Method and device for standardizing names of departments of medical institution and readable medium Download PDFInfo
- Publication number
- CN112016266A CN112016266A CN202010882394.3A CN202010882394A CN112016266A CN 112016266 A CN112016266 A CN 112016266A CN 202010882394 A CN202010882394 A CN 202010882394A CN 112016266 A CN112016266 A CN 112016266A
- Authority
- CN
- China
- Prior art keywords
- department name
- name
- standard
- department
- target
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/103—Formatting, i.e. changing of presentation of documents
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/3331—Query processing
- G06F16/334—Query execution
- G06F16/3344—Query execution using natural language analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/38—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/383—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/205—Parsing
- G06F40/216—Parsing using statistical methods
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
-
- 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
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Computational Linguistics (AREA)
- Artificial Intelligence (AREA)
- General Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Library & Information Science (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Business, Economics & Management (AREA)
- Public Health (AREA)
- Primary Health Care (AREA)
- Medical Informatics (AREA)
- Epidemiology (AREA)
- General Business, Economics & Management (AREA)
- Biomedical Technology (AREA)
- Probability & Statistics with Applications (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The invention provides a method, a device and a readable medium for standardizing department names of medical institutions. And then, judging whether a target standard department name matched with the name of the department to be matched exists in at least one standard department name, when the target standard department name exists, taking the target standard department name as the name of the standard department to be audited, outputting the name of the standard department to be audited so that the user audits the name of the standard department to be audited, and taking the name of the standard department to be audited which is audited by the user as the name of the standard department to be matched after the name of the department to be matched is standardized. The method can improve the processing speed of standardizing the names of departments by the intelligent matching mode.
Description
Technical Field
The invention relates to the technical field of medical informatization, in particular to a method and a device for standardizing names of departments of a medical institution and a readable medium.
Background
In China, thousands of medical institutions exist, and each medical institution is divided into a plurality of departments. Since each medical institution has its own name, even if a plurality of medical institutions belonging to the same city have different names. When a patient registers at the department A of one medical institution, but needs to be transferred to another medical institution, the name of the department is different from that of the department A, which brings great inconvenience to the patient.
Currently, the industry standardizes the names of departments mainly by manual means. Specifically, a standard department name database is established in advance, the names of departments to be standardized are compared with the names of standard departments stored in the database in a manual mode, and if the comparison is successful, the names of departments to be standardized and the names of standard departments are established to be in a corresponding relation.
However, for many department names to be standardized, the department names are standardized only manually, and the processing speed is slow.
Disclosure of Invention
The embodiment of the invention provides a method, a device and a readable medium for standardizing department names of medical institutions, which can improve the processing speed of standardizing the department names.
In a first aspect, an embodiment of the present invention provides a method for standardizing names of departments of a medical institution, including:
at least one standard department name is saved in advance;
carrying out word segmentation processing on each standard department name in advance;
further comprising:
judging whether a target standard department name matched with the name of the department to be matched exists in at least one standard department name;
when the target standard department name exists, taking the target standard department name as a standard department name to be audited;
outputting the name of the standard department to be audited so that the user audits the name of the standard department to be audited;
and taking the standard department name to be audited which passes the audit of the user as the standard department name after the standardization of the department name to be matched.
Optionally, further comprising:
pre-storing a first corresponding relation between the names of the non-standard departments and the names of the standard departments;
before the outputting the standard department name to be audited, further comprising:
when the target standard department name does not exist, judging whether a target nonstandard department name which is the same as the name of the department to be matched exists in the first corresponding relation;
and when the target non-standard department name exists, taking the standard department name corresponding to the target non-standard department name in the first corresponding relation as the standard department name to be audited.
Optionally, further comprising:
pre-storing a second corresponding relation between the successfully matched department name and the standard department name;
before the outputting the standard department name to be audited, further comprising:
when the target standard department name does not exist, judging whether a target department name identical to the name of the department to be matched exists in the second corresponding relation;
and when the target department name exists, taking the standard department name corresponding to the target department name in the second corresponding relation as the standard department name to be audited.
Optionally, further comprising:
and performing word segmentation processing on the department name to be matched, and matching the department name to be matched after word segmentation processing with at least one standard department name.
In a second aspect, an embodiment of the present invention further provides a device for standardizing names of departments of a medical institution, including:
the system comprises a first preprocessing module, a second preprocessing module and a third preprocessing module, wherein the first preprocessing module is used for storing at least one standard department name and performing word segmentation processing on each standard department name;
the first judgment module is used for judging whether a target standard department name matched with the department name to be matched exists in at least one standard department name;
the first determining module is used for taking the target standard department name as a standard department name to be audited and sending the standard department name to be audited to the output auditing module when the first judging module judges that the target standard department name exists;
the output auditing module is used for outputting the received standard department name to be audited so as to enable a user to audit the standard department name to be audited;
and the second determining module is used for taking the standard department name to be audited which passes the audit of the user as the standard department name standardized by the department name to be matched after the audit is output by the output auditing module.
Optionally, further comprising:
the second preprocessing module is used for storing a first corresponding relation between the non-standard department name and the standard department name;
the second judging module is used for judging whether a target nonstandard department name identical to the name of the department to be matched exists in the first corresponding relation or not when the first judging module judges that the target standard department name does not exist;
and a third determining module, configured to, when the second determining module determines that the target nonstandard department name exists, take the standard department name corresponding to the target nonstandard department name in the first corresponding relationship as the standard department name to be audited, and send the standard department name to be audited to the output auditing module.
Optionally, further comprising:
the third preprocessing module is used for storing a second corresponding relation between the successfully matched department name and the standard department name;
a third judging module, configured to, when the first judging module judges that the target standard department name does not exist, judge whether a target department name identical to the name of the department to be matched exists in the second correspondence;
and a fourth determining module, configured to, when the third determining module determines that the target department name exists, take a standard department name corresponding to the target department name in the second correspondence as the standard department name to be checked, and send the standard department name to be checked to the output checking module.
Optionally, further comprising:
and the word segmentation matching module is used for carrying out word segmentation processing on the department name to be matched and matching the department name to be matched after the word segmentation processing with at least one standard department name.
In a third aspect, an embodiment of the present invention provides an apparatus for standardizing names of departments of a medical institution, including: at least one memory and at least one processor;
the at least one memory to store a machine readable program;
the at least one processor is configured to invoke the machine-readable program to perform the method according to the first aspect or any possible implementation manner of the first aspect.
In a fourth aspect, an embodiment of the present invention provides a computer-readable medium, on which computer instructions are stored, and when executed by a processor, the computer instructions cause the processor to perform the method provided by the first aspect or any possible implementation manner of the first aspect.
The method, the device and the readable medium for standardizing the names of departments of the medical institution, which are provided by the embodiment of the invention, store at least one standard department name in advance, and carry out word segmentation processing on each standard department name in advance. And then, judging whether a target standard department name matched with the name of the department to be matched exists in at least one standard department name, when the target standard department name exists, taking the target standard department name as the name of the standard department to be audited, outputting the name of the standard department to be audited so that the user audits the name of the standard department to be audited, and taking the name of the standard department to be audited which is audited by the user as the name of the standard department to be matched after the name of the department to be matched is standardized. The scheme can improve the processing speed of standardizing the names of departments by the intelligent matching mode.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a flow chart of a method for standardizing names of departments of a medical facility according to one embodiment of the present invention;
FIG. 2 is a flow chart of another method for standardizing names of departments of a medical facility according to one embodiment of the present invention;
FIG. 3 is a diagram illustrating an apparatus for standardizing names of departments of a medical institution according to an embodiment of the present invention;
FIG. 4 is a schematic diagram of a device for standardizing names of departments of a medical facility according to an embodiment of the present invention;
FIG. 5 is a schematic diagram of a standardized set of names of departments of a medical facility including a second pre-processing module according to one embodiment of the invention;
fig. 6 is a schematic diagram of a standardized device for names of departments of a medical institution including a third pre-processing module according to an embodiment of the invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer and more complete, the technical solutions in the embodiments of the present invention will be described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention, and based on the embodiments of the present invention, all other embodiments obtained by a person of ordinary skill in the art without creative efforts belong to the scope of the present invention.
Fig. 1 is a flowchart of a method for standardizing names of departments of a medical institution according to an embodiment of the present invention. As shown in fig. 1, the method may include the steps of:
step 101, at least one standard department name is stored in advance;
102, performing word segmentation processing on each standard department name in advance;
103, judging whether a target standard department name matched with the department name to be matched exists in at least one standard department name;
and step 106, taking the standard department name to be audited which passes the audit of the user as the standard department name after the standardization of the department name to be matched.
The method for standardizing the names of departments of the medical institution, provided by the embodiment of the invention, is characterized in that at least one standard department name is stored in advance, and word segmentation processing is carried out on each standard department name in advance. And then, judging whether a target standard department name matched with the name of the department to be matched exists in at least one standard department name, when the target standard department name exists, taking the target standard department name as the name of the standard department to be audited, outputting the name of the standard department to be audited so that the user audits the name of the standard department to be audited, and taking the name of the standard department to be audited which is audited by the user as the name of the standard department to be matched after the name of the department to be matched is standardized. By the intelligent matching method, the processing speed of standardizing the names of departments can be increased.
Based on the method for standardizing names of departments of a medical institution as shown in fig. 1, in one embodiment of the present invention, the method further comprises:
pre-storing a first corresponding relation between the names of the non-standard departments and the names of the standard departments;
before the outputting the standard department name to be audited, further comprising:
when the target standard department name does not exist, judging whether a target nonstandard department name which is the same as the name of the department to be matched exists in the first corresponding relation;
and when the target non-standard department name exists, taking the standard department name corresponding to the target non-standard department name in the first corresponding relation as the standard department name to be audited.
In the embodiment of the invention, when the target standard department name matched with the department name to be matched does not exist, whether the target non-standard department name same as the department name to be matched exists in the comparison table is judged according to the comparison table of the non-standard department name and the standard department name provided by a professional in a medical institution, when the target non-standard department name exists in the comparison table, the standard department name corresponding to the target non-standard department name is used as the standard department name to be checked, because the reference table provided by the professional is stored in advance, the accurate corresponding relation between the non-standard department name and the standard department name exists in the reference table, and when the target standard department name does not exist, the processing speed for standardizing the department name can be improved through the reference table.
Based on the method for standardizing names of departments of a medical institution as shown in fig. 1, in one embodiment of the present invention, the method further comprises:
pre-storing a second corresponding relation between the successfully matched department name and the standard department name;
before the outputting the standard department name to be audited, further comprising:
when the target standard department name does not exist, judging whether a target department name identical to the name of the department to be matched exists in the second corresponding relation;
and when the target department name exists, taking the standard department name corresponding to the target department name in the second corresponding relation as the standard department name to be audited.
In the embodiment of the invention, when the target standard department name matched with the department name to be matched does not exist, whether the target department name same as the department name to be matched exists in the matching table can be judged according to the matching table of the successfully matched department name and the standard department name which is pre-stored by other medical institutions or the medical institution, and when the target department name exists in the matching table, the standard department name corresponding to the target department name is used as the standard department name to be checked.
Based on the method for standardizing names of departments of a medical institution as shown in fig. 1, in one embodiment of the present invention, the method further comprises:
and performing word segmentation processing on the department name to be matched, and matching the department name to be matched after word segmentation processing with at least one standard department name.
In the embodiment of the invention, when the accurate matching is carried out through the retrieval standard index, or the target standard department name does not exist in the comparison table and the matching table, the division processing is carried out on the department name to be matched, whether the target standard department name exists is judged by matching the department name to be matched after the division processing with at least one standard department name, and through the division processing method, the highest-score item obtained from the matching result can be returned to the user, so that the user can confirm whether the matching is successful, the problem that some of the department names to be matched which are not successfully matched through intelligent matching but are successfully matched through the division processing is solved, and the number of the standardization of the department names to be matched is increased.
As shown in fig. 2, in order to more clearly illustrate the technical solution and advantages of the present invention, the following describes in detail a method for standardizing names of departments of a medical institution, which includes the following steps:
step 201, at least one standard department name is saved in advance.
In this step, when the standard department name has the special character, the preprocessed standard department name is obtained by deleting the special character, and the Lucene is used for establishing a main index for the standard department name, so that the name of the department to be matched is searched in a database for storing the standard department name.
For example, standard department names such as general affairs department, preventive health department, rehabilitation medicine department, pharmacy, etc. are stored.
In the step, word segmentation processing is carried out on each pre-stored standard department name according to a set word segmentation rule, the probability of successful matching can be improved by carrying out word segmentation processing on the standard department names, and meanwhile, a plurality of matching results are provided so as to obtain an accurate matching corresponding relation.
For example, the preventive care department is divided into preventive care department, health department, and preventive care department, and the rehabilitation medicine department is divided into rehabilitation department, medical department, and rehabilitation medicine department.
In the step, whether a target non-standard department name identical to the name of the department to be matched exists in the comparison table is judged according to the comparison table of the non-standard department names and the standard department names provided by professionals in the medical institution, when the target non-standard department name exists in the comparison table, the standard department name corresponding to the target non-standard department name is used as the standard department name to be checked, and because the reference table provided by the professionals is stored in advance, the accurate corresponding relation between the non-standard department name and the standard department name exists in the reference table, when the target standard department name does not exist, the processing speed for standardizing the department name can be improved through the reference table.
For example, the first correspondence relationship includes: the general administration department corresponds to general administration department, the prevention and health care department corresponds to prevention and health care department, the rehabilitation medicine department corresponds to rehabilitation medicine department, the pharmacy corresponds to big pharmacy, and the like.
And step 204, pre-storing the second corresponding relation between the successfully matched department name and the standard department name.
In the step, the accurate matching corresponding relation is confirmed through matching once, namely the corresponding relation is stored in the matching table, the accuracy of intelligent matching is increased along with the continuous deepening of the matching process, the matching result is more precise, meanwhile, the matching table can reference the matching table of successfully matched department names and standard department names stored by other medical institutions, the accurate matching relation confirmed in the matching table is further increased, the function of intelligent matching is increased along with the continuous perfection of the matching process, and therefore the processing speed of standardizing the department names can be increased.
For example, the second correspondence relationship includes: the second department corresponds to the internal medicine, and the pharmacy of the old cadre corresponds to the pharmacy, etc.
Step 205, judging whether a target standard department name matched with the department name to be matched exists in the at least one standard department name, if so, executing step 206, otherwise, executing step 207.
In this step, the names of departments to be matched are searched in the index database, and it is determined whether at least one standard department name matches the name of the department to be matched, for example, the name of the department to be matched is hepatobiliary pancreatic spleen department, and can be accurately matched with the standard department name of hepatobiliary pancreatic spleen internal medicine, and when the name of the department to be matched is preventive care department, the standard department name which can be accurately matched with the preventive care department is not found in the index database, and the matching fails, and step 207 is executed.
In this step, when the target standard department name that can be matched with the name of the department to be matched is retrieved from the index database, the target standard department name is used as the name of the standard department to be checked, so that a professional can further determine whether the corresponding relationship between the name of the department to be matched and the name of the target standard department is accurate.
And step 207, judging whether a target nonstandard department name identical to the name of the department to be matched exists in the first corresponding relation, if so, executing step 208, and otherwise, executing step 209.
In this step, since the first corresponding relationship is the non-standard department name and the standard department name in the comparison table provided by the professional in the medical institution, it is determined whether the target non-standard department name identical to the department name to be matched exists in the comparison table, for example, it is determined whether the subject name general administration section to be matched is identical to the non-standard department name general administration section in the corresponding relationship between the subject name general administration section to be matched and a group of general administration section-general administration section in the comparison table.
And 208, taking the standard department name corresponding to the target non-standard department name in the first corresponding relation as the standard department name to be checked, and executing the step 213.
In this step, when the target standard department name that can be matched with the name of the department to be matched is not retrieved from the index database, the reference table of the non-standard department name and the standard department name determined by the professional is searched for whether the target standard department name identical to the name of the department to be matched exists, for example, the name of the department to be matched is a preventive subject, and the pre-stored reference table has a group of corresponding relations between the preventive subject of the non-standard department name and the preventive subject of the standard department name, so that the name of the department to be matched can be corresponding to the preventive subject of the standard department name.
For example, if the names of the nonstandard department name headquarters in the correspondence between the subject name headquarters bibliography and the headquarters-headquarters in the comparison table are the same, the standard department name headquarters corresponding to the nonstandard department name headquarters bibliography is used as the standard department name to be audited.
And 209, judging whether a target department name identical to the name of the department to be matched exists in the second corresponding relation, if so, executing a step 210, and otherwise, executing a step 211.
In this step, since the second corresponding relationship is the successfully matched department name and standard department name in the other medical institution or the matching table of the medical institution, it is determined whether the name of the department to be matched is the same as the successfully matched department name according to the second relationship.
For example, if the name of the department to be matched is the old dry part pharmacy and a group of second corresponding relations exists between the old dry part pharmacy and the pharmacy, whether the name of the department to be matched is the same as the name of the successfully matched department name of the old dry part pharmacy is judged.
In the step, when the target standard department name which can be matched with the department name to be matched is not retrieved from the index database, whether the target department name same as the name of the department to be matched exists in the matching table can be judged according to the matching table of the successfully matched department name and the standard department name which is stored in other medical institutions or the medical institution in advance, when the target department name exists in the matching table, the standard department name corresponding to the target department name is used as the standard department name to be checked, the matching table which is matched is preserved in advance, meanwhile, the matching table which is matched by other medical institutions can be used for reference, the matching table of the medical institution is improved continuously, and along with the continuous improvement of the matching process, the function of intelligent matching is increased, so that the processing speed of standardizing the names of departments can be increased.
For example, the name of the department to be matched is the old dry part pharmacy, a group of second corresponding relations exists in the matching table and are the old dry part pharmacy-pharmacy, if it is determined that the target department name of the old dry part pharmacy identical to the name of the department to be matched exists in the second corresponding relations, the standard department name pharmacy corresponding to the target department name of the old dry part pharmacy is used as the standard department name to be checked.
And step 211, performing word segmentation on the names of departments to be matched.
In this step, when the accurate matching is performed through the retrieval standard index, or the target standard department name does not exist in the lookup table and the matching table, the name of the department to be matched is subjected to word segmentation processing, and the name of the department to be matched after the word segmentation processing is matched with at least one standard department name.
For example, after performing word segmentation processing on the department name to be matched, the department name to be matched after the word segmentation processing of the department name to be matched, the health care department and the prevention health care department is generated, and after performing word segmentation processing on the department name to be matched, the rehabilitation medicine department, the medical department and the rehabilitation medicine department, the department name to be matched after the word segmentation processing is generated.
And step 212, matching the division-processed department name to be matched with at least one standard department name, judging whether a target standard department name exists, if so, executing step 206, otherwise, executing step 215.
In this step, the subject name to be matched after the word segmentation processing is matched with at least one standard subject name, based on the word segmentation matching score algorithm, the matching score of the subject name to be matched after the word segmentation processing and each matched standard subject name can be obtained, and the standard subject name in a group with the highest matching score is used as the target standard subject name.
For example, the department name prevention department, the health care department and the prevention health care department of the department name prevention health care department to be matched have the department name prevention department, the health care department and the prevention health care department to be matched after word segmentation processing, each word segmentation is matched with the standard department names such as the prevention department, the health care department and the prevention health care department in the index database, finally, the matching score of the department name to be matched and at least one standard department name is obtained based on the word segmentation matching score algorithm, and the standard department name in the group with the highest matching score is used as the target standard department name.
And 213, outputting the name of the standard department to be audited so that the user audits the name of the standard department to be audited, and taking the name of the standard department to be audited which is audited by the user as the name of the standard department to be matched with after standardization.
In this step, the target standard department name determined in the retrieval database or the reference table or the matching table is used as the standard department name to be audited, and the standard department name to be audited is not necessarily the accurate standard department name as the result of successful intelligent matching.
And step 214, taking the name of the department to be matched as a successfully matched name of the department, and storing the successfully matched name of the department and the standard name of the department to be audited, which is audited by the user, in the second comparison relationship.
In this step, the successfully matched department names and the standard department names to be checked which pass the user check are stored in the second corresponding relations in the matching table, and by the arrangement, the number of the second corresponding relations in the matching table can be gradually accumulated, so that the accurate corresponding relations confirmed in the matching table can be further increased in the subsequent matching process, and the function of intelligent matching can be increased along with the continuous improvement of the matching process, therefore, the processing speed of standardizing the department names can be increased.
And step 215, putting the names of departments to be matched, which are not successfully matched, into the matching error item.
In the step, the names of departments to be matched, which are not successfully matched after the retrieval database, the comparison table, the matching table and the word segmentation processing, are put into the matching error item for centralized processing of the names of the departments to be matched.
It should be noted that the division of the above steps is only to more clearly describe the standardized method for names of departments of medical institutions provided by the embodiment of the present invention, and there is no absolute sequence between the steps in the actual service implementation process.
As shown in fig. 3 and 4, the embodiment of the present invention provides a device in which the standardization means for names of departments of a medical institution is located and the standardization means for names of departments of a medical institution. The device embodiments may be implemented by software, or by hardware, or by a combination of hardware and software. From a hardware level, as shown in fig. 3, a hardware structure diagram of a device where a standardized apparatus of a department name of a medical institution is located according to an embodiment of the present invention is provided, where the device in the embodiment may generally include other hardware, such as a forwarding chip responsible for processing a message, in addition to the processor, the memory, the network interface, and the nonvolatile memory shown in fig. 3. Taking a software implementation as an example, as shown in fig. 4, as a logical apparatus, the apparatus is formed by reading a corresponding computer program instruction in a non-volatile memory into a memory by a CPU of a device in which the apparatus is located and running the computer program instruction.
As shown in fig. 4, the standardization apparatus for names of departments of a medical institution according to the present embodiment includes:
the first preprocessing module 401 is configured to store at least one standard department name, and perform word segmentation processing on each standard department name;
a first determining module 402, configured to determine whether a target standard department name matching a department name to be matched exists in at least one standard department name;
a first determining module 403, configured to, when the first determining module 402 determines that the target standard department name exists, take the target standard department name as a standard department name to be checked, and send the standard department name to be checked to an output checking module 404;
an output auditing module 404, configured to output the received standard department name to be audited, so that the user audits the standard department name to be audited;
a second determining module 405, configured to, after the output auditing module 404 outputs the audit, use the standard department name to be audited that passes the user audit as the standard department name standardized by the department name to be matched.
In an embodiment of the present invention, the first preprocessing module 401 may be configured to perform step 101 and step 102 in the above-described method embodiment, the first determining module 402 may be configured to perform step 103 in the above-described method embodiment, the first determining module 403 may be configured to perform step 104 in the above-described method embodiment, the output auditing module 404 may be configured to perform step 105 in the above-described method embodiment, and the second determining module 405 may be configured to perform step 106 in the above-described method embodiment.
As shown in fig. 5, in an embodiment of the present invention, the device for standardizing names of departments of a medical institution further includes:
a second preprocessing module 501, configured to store a first corresponding relationship between a non-standard department name and a standard department name;
a second determining module 502, configured to determine whether a target nonstandard department name identical to the name of the department to be matched exists in the first corresponding relationship when the first determining module 402 determines that the target standard department name does not exist;
a third determining module 503, configured to, when the second determining module 502 determines that the target nonstandard department name exists, take the standard department name corresponding to the target nonstandard department name in the first corresponding relationship as the standard department name to be checked, and send the standard department name to be checked to the output checking module 404.
As shown in fig. 6, in an embodiment of the present invention, the device for standardizing names of departments of a medical institution further includes:
a third preprocessing module 601, configured to store a second correspondence between successfully matched department names and standard department names;
a third determining module 602, configured to determine whether a target department name identical to the name of the department to be matched exists in the second corresponding relationship when the first determining module 402 determines that the target standard department name does not exist;
a fourth determining module 603, configured to, when the third determining module 602 determines that the target department name exists, take the standard department name corresponding to the target department name in the second correspondence as the standard department name to be checked, and send the standard department name to be checked to the output checking module 404.
In one embodiment of the present invention, the device for standardizing names of departments of a medical institution further comprises:
and the word segmentation matching module is used for carrying out word segmentation processing on the department name to be matched and matching the department name to be matched after the word segmentation processing with at least one standard department name.
It is to be understood that the illustrated configuration of the embodiments of the present invention does not constitute a specific limitation on the standardized means of names of departments of medical institutions. In other embodiments of the invention, the standardized set of medical facility department names may include more or fewer components than shown, or some components may be combined, some components may be separated, or a different arrangement of components may be used. The illustrated components may be implemented in hardware, software, or a combination of software and hardware.
Because the content of information interaction, execution process, and the like among the modules in the device is based on the same concept as the method embodiment of the present invention, specific content can be referred to the description in the method embodiment of the present invention, and is not described herein again.
The embodiment of the invention also provides a device for standardizing the names of departments of a medical institution, which comprises: at least one memory and at least one processor;
the at least one memory to store a machine readable program;
the at least one processor is configured to invoke the machine readable program to perform a method of standardizing names of medical facility departments in any embodiment of the invention.
Embodiments of the present invention also provide a computer-readable medium storing instructions for causing a computer to perform a method of standardizing names of medical facility departments as described herein. Specifically, a method or an apparatus equipped with a storage medium on which a software program code that realizes the functions of any of the above-described embodiments is stored may be provided, and a computer (or a CPU or MPU) of the method or the apparatus is caused to read out and execute the program code stored in the storage medium.
In this case, the program code itself read from the storage medium can realize the functions of any of the above-described embodiments, and thus the program code and the storage medium storing the program code constitute a part of the present invention.
Examples of the storage medium for supplying the program code include a floppy disk, a hard disk, a magneto-optical disk, an optical disk (e.g., CD-ROM, CD-R, CD-RW, DVD-ROM, DVD-RAM, DVD-RW, DVD + RW), a magnetic tape, a nonvolatile memory card, and a ROM. Alternatively, the program code may be downloaded from a server computer via a communications network.
Further, it should be clear that the functions of any one of the above-described embodiments can be implemented not only by executing the program code read out by the computer, but also by performing a part or all of the actual operations by an operation method or the like operating on the computer based on instructions of the program code.
Further, it is to be understood that the program code read out from the storage medium is written to a memory provided in an expansion board inserted into the computer or to a memory provided in an expansion unit connected to the computer, and then causes a CPU or the like mounted on the expansion board or the expansion unit to perform part or all of the actual operations based on instructions of the program code, thereby realizing the functions of any of the above-described embodiments.
In summary, the method, the apparatus and the readable medium for standardizing names of departments of a medical institution provided by the embodiments of the present invention have at least the following advantages:
1. in the embodiment of the invention, at least one standard department name is stored in advance, and word segmentation processing is carried out on each standard department name in advance. And then, judging whether a target standard department name matched with the name of the department to be matched exists in at least one standard department name, when the target standard department name exists, taking the target standard department name as the name of the standard department to be audited, outputting the name of the standard department to be audited so that the user audits the name of the standard department to be audited, and taking the name of the standard department to be audited which is audited by the user as the name of the standard department to be matched after the name of the department to be matched is standardized. According to the embodiment of the invention, the processing speed for standardizing the names of departments can be increased by the intelligent matching mode.
2. In the embodiment of the invention, when the target standard department name matched with the department name to be matched does not exist, whether the target non-standard department name same as the department name to be matched exists in the comparison table is judged according to the comparison table of the non-standard department name and the standard department name provided by a professional in a medical institution, when the target non-standard department name exists in the comparison table, the standard department name corresponding to the target non-standard department name is used as the standard department name to be checked, because the reference table provided by the professional is stored in advance, the accurate corresponding relation between the non-standard department name and the standard department name exists in the reference table, and when the target standard department name does not exist, the processing speed for standardizing the department name can be improved through the reference table.
3. In the embodiment of the invention, when the target standard department name matched with the department name to be matched is judged not to exist, whether the target department name same as the name of the department to be matched exists in the matching table can be judged according to the matching table of the successfully matched department name and the standard department name which is stored in other medical institutions or the medical institution in advance, when the target department name exists in the matching table, the standard department name corresponding to the target department name is used as the standard department name to be checked, the matching table which is matched is preserved in advance, meanwhile, the matching table which is matched by other medical institutions can be used for reference, the matching table of the medical institution is improved continuously, and along with the continuous improvement of the matching process, the function of intelligent matching is increased, so that the processing speed of standardizing the names of departments can be increased.
4. In the embodiment of the invention, when the accurate matching is carried out through the retrieval standard index, or the target standard department name does not exist in the comparison table and the matching table, the division processing is carried out on the department name to be matched, whether the target standard department name exists is judged by matching the department name to be matched after the division processing with at least one standard department name, and through the division processing method, the highest-score item obtained from the matching result can be returned to the user, so that the user can confirm whether the matching is successful, the problem that some of the department names to be matched which are not successfully matched through intelligent matching but are successfully matched through the division processing is solved, and the number of the standardization of the department names to be matched is increased.
5. In the embodiment of the invention, each time matching is carried out and an accurate matching corresponding relation is confirmed, the corresponding relation is stored in the matching table, the accuracy of intelligent matching is increased along with the continuous deepening of the matching process, the matching result is more precise, meanwhile, the matching table can be used for referencing matching tables of successfully matched department names and standard department names stored by other medical institutions, the accurate matching relation confirmed in the matching table is further increased, and the function exerted by intelligent matching is increased along with the continuous perfection of the matching process, so that the processing speed of standardizing the department names can be increased.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising" does not exclude the presence of other similar elements in a process, method, article, or apparatus that comprises the element.
Finally, it is to be noted that: the above description is only a preferred embodiment of the present invention, and is only used to illustrate the technical solutions of the present invention, and not to limit the protection scope of the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention shall fall within the protection scope of the present invention.
Claims (10)
1. A method for standardizing names of departments of a medical institution, comprising:
at least one standard department name is saved in advance;
carrying out word segmentation processing on each standard department name in advance;
further comprising:
judging whether a target standard department name matched with the name of the department to be matched exists in at least one standard department name;
when the target standard department name exists, taking the target standard department name as a standard department name to be audited;
outputting the name of the standard department to be audited so that the user audits the name of the standard department to be audited;
and taking the standard department name to be audited which passes the audit of the user as the standard department name after the standardization of the department name to be matched.
2. The method of claim 1, further comprising:
pre-storing a first corresponding relation between the names of the non-standard departments and the names of the standard departments;
before the outputting the standard department name to be audited, further comprising:
when the target standard department name does not exist, judging whether a target nonstandard department name which is the same as the name of the department to be matched exists in the first corresponding relation;
and when the target non-standard department name exists, taking the standard department name corresponding to the target non-standard department name in the first corresponding relation as the standard department name to be audited.
3. The method of claim 1, further comprising:
pre-storing a second corresponding relation between the successfully matched department name and the standard department name;
before the outputting the standard department name to be audited, further comprising:
when the target standard department name does not exist, judging whether a target department name identical to the name of the department to be matched exists in the second corresponding relation;
and when the target department name exists, taking the standard department name corresponding to the target department name in the second corresponding relation as the standard department name to be audited.
4. The method of any of claims 1-3, further comprising:
and performing word segmentation processing on the department name to be matched, and matching the department name to be matched after word segmentation processing with at least one standard department name.
5. Standardization device of medical institution department name, characterized by, includes:
the system comprises a first preprocessing module, a second preprocessing module and a third preprocessing module, wherein the first preprocessing module is used for storing at least one standard department name and performing word segmentation processing on each standard department name;
the first judgment module is used for judging whether a target standard department name matched with the department name to be matched exists in at least one standard department name;
the first determining module is used for taking the target standard department name as a standard department name to be audited and sending the standard department name to be audited to the output auditing module when the first judging module judges that the target standard department name exists;
the output auditing module is used for outputting the received standard department name to be audited so as to enable a user to audit the standard department name to be audited;
and the second determining module is used for taking the standard department name to be audited which passes the audit of the user as the standard department name standardized by the department name to be matched after the audit is output by the output auditing module.
6. The apparatus of claim 5, further comprising:
the second preprocessing module is used for storing a first corresponding relation between the non-standard department name and the standard department name;
the second judging module is used for judging whether a target nonstandard department name identical to the name of the department to be matched exists in the first corresponding relation or not when the first judging module judges that the target standard department name does not exist;
and a third determining module, configured to, when the second determining module determines that the target nonstandard department name exists, take the standard department name corresponding to the target nonstandard department name in the first corresponding relationship as the standard department name to be audited, and send the standard department name to be audited to the output auditing module.
7. The apparatus of claim 5, further comprising:
the third preprocessing module is used for storing a second corresponding relation between the successfully matched department name and the standard department name;
a third judging module, configured to, when the first judging module judges that the target standard department name does not exist, judge whether a target department name identical to the name of the department to be matched exists in the second correspondence;
and a fourth determining module, configured to, when the third determining module determines that the target department name exists, take a standard department name corresponding to the target department name in the second correspondence as the standard department name to be checked, and send the standard department name to be checked to the output checking module.
8. The apparatus of any of claims 5-7, further comprising:
and the word segmentation matching module is used for carrying out word segmentation processing on the department name to be matched and matching the department name to be matched after the word segmentation processing with at least one standard department name.
9. Standardization device of medical institution department name, characterized by, includes: at least one memory and at least one processor;
the at least one memory to store a machine readable program;
the at least one processor, configured to invoke the machine readable program to perform the method of any of claims 1 to 4.
10. Computer readable medium, characterized in that it has stored thereon computer instructions which, when executed by a processor, cause the processor to carry out the method of any one of claims 1 to 4.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010882394.3A CN112016266A (en) | 2020-08-28 | 2020-08-28 | Method and device for standardizing names of departments of medical institution and readable medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010882394.3A CN112016266A (en) | 2020-08-28 | 2020-08-28 | Method and device for standardizing names of departments of medical institution and readable medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN112016266A true CN112016266A (en) | 2020-12-01 |
Family
ID=73503018
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010882394.3A Pending CN112016266A (en) | 2020-08-28 | 2020-08-28 | Method and device for standardizing names of departments of medical institution and readable medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112016266A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112635035A (en) * | 2021-01-05 | 2021-04-09 | 北京融威众邦电子技术有限公司 | Matching method and device for reserved queuing department and computer equipment |
-
2020
- 2020-08-28 CN CN202010882394.3A patent/CN112016266A/en active Pending
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112635035A (en) * | 2021-01-05 | 2021-04-09 | 北京融威众邦电子技术有限公司 | Matching method and device for reserved queuing department and computer equipment |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US5819291A (en) | Matching new customer records to existing customer records in a large business database using hash key | |
| US7627550B1 (en) | Method and system for comparing attributes such as personal names | |
| US8949166B2 (en) | Creating and processing a data rule for data quality | |
| US8452787B2 (en) | Real time data warehousing | |
| EP2153400B1 (en) | Identifying and correlating electronic mail messages | |
| US8620937B2 (en) | Real time data warehousing | |
| US8407781B2 (en) | Information providing support device and information providing support method | |
| EP1875388B1 (en) | Classification dictionary updating apparatus, computer program product therefor and method of updating classification dictionary | |
| US20090089279A1 (en) | Method and Apparatus for Detecting Spam User Created Content | |
| JP2012511762A (en) | Automated assertion reuse for improved record linkage in distributed and autonomous medical environments with heterogeneous trust models | |
| CN112016266A (en) | Method and device for standardizing names of departments of medical institution and readable medium | |
| CN113626558B (en) | Intelligent recommendation-based field standardization method and system | |
| CN115237805A (en) | Test case data preparation method and device | |
| US20100205175A1 (en) | Cap-sensitive text search for documents | |
| JP2003242078A (en) | Electronic bulletin board system | |
| CN112035488A (en) | Matching method and device for transaction confirmation messages | |
| CA2482561A1 (en) | Abandoned property escheat assignment and reporting system | |
| CN115099922B (en) | Financial data query method, system, readable storage medium and computer equipment | |
| CN112269852A (en) | Method, system and storage medium for generating public opinion topic | |
| JP2007299093A (en) | Document management system | |
| US20230409738A1 (en) | Systems and methods for synthetic identity detection | |
| US20050015400A1 (en) | Existing content utilization support method, information processing device, program, and recording medium | |
| US20030046309A1 (en) | Method and apparatus for aggregating and maintaining variable data across platforms | |
| CN115801722A (en) | Enterprise email box obtaining method and device, electronic equipment and medium | |
| CN114153945A (en) | Method and device for detecting field standardization, electronic equipment and readable storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |