CN109408820A - A kind of medical terminology mapped system and method, equipment and storage medium - Google Patents

A kind of medical terminology mapped system and method, equipment and storage medium Download PDF

Info

Publication number
CN109408820A
CN109408820A CN201811205982.2A CN201811205982A CN109408820A CN 109408820 A CN109408820 A CN 109408820A CN 201811205982 A CN201811205982 A CN 201811205982A CN 109408820 A CN109408820 A CN 109408820A
Authority
CN
China
Prior art keywords
user
mapping
term
terminology
dictionary
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
Application number
CN201811205982.2A
Other languages
Chinese (zh)
Inventor
蒋小云
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Changsha Hanyun Information Technology Co Ltd
Original Assignee
Changsha Hanyun Information Technology Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Changsha Hanyun Information Technology Co Ltd filed Critical Changsha Hanyun Information Technology Co Ltd
Priority to CN201811205982.2A priority Critical patent/CN109408820A/en
Publication of CN109408820A publication Critical patent/CN109408820A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/279Recognition of textual entities
    • G06F40/289Phrasal analysis, e.g. finite state techniques or chunking
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/237Lexical tools
    • G06F40/242Dictionaries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00ICT specially adapted for the handling or processing of patient-related medical or healthcare data

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Epidemiology (AREA)
  • Medical Informatics (AREA)
  • Primary Health Care (AREA)
  • Public Health (AREA)
  • Machine Translation (AREA)

Abstract

The invention discloses a kind of medical terminology mapped system and methods, equipment and storage medium, belong to life and health technical field.The step of the method are as follows: import user dictionary, pre-processed and saved;Structured coding sheet is selected, user dictionary originally matches with structured coding, matching candidate item is manually proofreaded and saved;If selecting matched user dictionary, two user dictionaries are mapped, saves and exports mapping result;It further include corresponding system, equipment and storage medium.It utilizes Chinese words segmentation and text relevant algorithm, designs a set of Chinese clinical medical term quick mapping method based on the structured coding, realizes the fast mapping of generic Chinese clinical medical term;It is encoded with mapping method using this as core, designs and develop Chinese clinical medical term mapping tool, reduced the labor workload of Chinese clinical medical term mapping, shorten mapping time.

Description

A kind of medical terminology mapped system and method, equipment and storage medium
Technical field
The present invention relates to life and health technical field more particularly to a kind of medical terminology mapped system and method, equipment and Storage medium.
Background technique
Clinical medical term in clinic information system is intended to support the specific character statement of clinical software and its generation Code, concept meaning, expression and the use being related in medical records and all kinds of clinic information systems.One complete clinical medicine Term is made of term name and term code two parts, and it is people that the former, which is the character express to medical concept expressed by term, Understand and using term basis, the latter is unique code of the term in the terminology belonging to it, be computer identification, Search and use the approach of the term.Various medical datas in clinic information system, by term corresponding with its concept It is formed with the magnitude of concept, such as the inspection data in laboratory information system, by Clinical laboratory test title term and its item Mesh inspection result is constituted.Therefore, clinical medical term is the important component of medical data, and it is high to be related to medical data quality It is low, also it is different the key element that data integration, interaction and information sharing are carried out between clinic information system.
In recent years, the medical information demand increasingly increased in face of China, all kinds of medical data warehousing systems and research platform It comes into being, such as clinical data warehouse, scientific research shared platform, medical big data research is also in actively developing, basic number According to the clinic information system for deriving from a large amount of isomeries that each medical institutions, China gradually dispose in different phase.In these systems The clinical medical term used is stored in system database in the form of dictionary table, forms term dictionary.In same therapeutic machine In structure, due to differences such as system utilization, database structures, for same term, different clinic information systems are in term dictionary There is isomerism in the aspect of compiling and editing of structure, the expression of term name and term code;For different medical institutions, even The clinic information system of same type, since each mechanism is in Department arrangements, device configuration, medical level and characteristic, information-based water It is had differences on flat, the isomerism between term dictionary equally exists.Therefore, the term isomery solved between medical data source is asked Topic, is that medical data integrates, analyzes and recycle major issue in the urgent need to address.
In the world in addition to having formd terminology standard, classification system in terms of clinical medical term standard and terminology construction Unite to outside the integral framework of main body system, additionally provide a collection of effective term mapping tool, support from local term dictionary to The mutual mapping of the different terminology standards of terminology standard and same domain.It is main from local term dictionary to the mapping of terminology standard To rely on mapping tool matched with each terminology standard, such as Regenstrief LOINC mapping auxiliary program (RELMA). RELMA be LOINC research and development institution for LOINC specially only go out term retrieval and mapping tool, it is intended to help user by its Local term is mapped or is associated with general LOINC code.Core function be based on term name, by LOINC thesaurus, Concept and semantic relation retrieve corresponding LOINC term, submit to user's verification, batch is supported to map, pass through LOINC Code auxiliary doctor's advice is assigned.For the different terminology standards or terminology of same domain, mutually map mostly with UMLS system Based on, because UMLS itself is exactly the doctor by conception ontology relationship maps over one hundred all kinds of medical terminology standards in the world Language system is learned, vocabulary, concept and standard terminology resource abundant become natural term mapping tool.NLM conduct The initiation of UMLS and research and development institution have provided a user the term service application of more than ten forms based on own database, Including Web editions term gopher super thesaurus browser (UMLS Terminology Services Metathesauras Browser), MetaMap the and RxNorm proprietary term mapping tool RxTerms etc. of term detection in free text is supported.Separately Outside, cooperation is established with UMLS there are also some large-scale term service quotient close term mapping and the management developed based on UMLS resources bank Software, such as the distributed term system (DTS) that Apeloii company develops, exactly one is integrated with multiple term service open source groups The distributed application environment of part can provide the services such as term mapping, coding and standardization for user.
However currently, Chinese terminology is not supported to handle not comprising Chinese terminology library in UMLS and above-mentioned mapping tool. China is also made that some effort in terms of Chinese clinical medical term integrates and maps research.Chinese Academy of Medical Sciences's medicine letter Research institute is ceased during gradually studying and establishing CUMLS, constructs Chinese medical term Warehouse Management System;Tsinghua University The information technology National Laboratory problem difficult for the medical terminology isomerism and interoperability of domestic each hospital, proposes and is based on The construction method of the medical terminology service system of ontology.But the term concepts that the research in this field can not yet provide similar UMLS are examined Rope and matching service, existing Chinese terminology system also are still not enough to support retrieval, mapping of Chinese clinical medical term etc. to have Body running.Currently, towards Chinese, effective, profession medical terminology mapping tool, there is not been reported, and immediate application is The pilot project that LOINC is carried out in China, the project are based on LOINC and RELMA, have opened the LOINC based on Web Chinese interface system now only supports the keyword search of single single term and result to check, and non-opening and developing interface.
Currently, in Chinese clinical medical term mapping field, the clinical medical term system and mapping work of international mature There are language barriers for tool, and corresponding Chinese standard and system are still imperfect, and shortage is also compared in mapping tool research and development.
To sum up, following problems exist in the prior art: 1) standardization of Chinese clinical medical term and Mapping Platform are basic Blank lacks effective support to Chinese terminology, at present almost without the standardization and mappings work of Chinese clinical medical term Platform.2) lookup and mapping for largely manually carrying out Chinese clinical medical term are depended on;In face of doctor's malignant boil data integration When current demand, in addition to direct copying and retain each system isomery term dictionary method come evasion, can only just rely on In largely manually carrying out the lookup and mapping of Chinese clinical medical term.3) period is long, standardized degree is low, becomes medical data Integrated, analysis and the bottleneck recycled.
Summary of the invention
1. technical problems to be solved by the inivention
In order to overcome the above technical problems, it the present invention provides a kind of medical terminology mapped system and method, equipment and deposits Storage media.It utilizes Chinese words segmentation and text relevant algorithm, and it is clinical to design a set of Chinese based on the structured coding Medical terminology quick mapping method realizes the fast mapping of generic Chinese clinical medical term;It is encoded with this and mapping method For core, Chinese clinical medical term mapping tool is designed and developed, reduces the manual working of Chinese clinical medical term mapping Amount shortens mapping time.
2. technical solution
To solve the above problems, technical solution provided by the invention are as follows:
A kind of medical terminology mapping method is suitable for ordinary user, step are as follows: imports user dictionary, is pre-processed simultaneously It saves;Structured coding sheet is selected, user dictionary originally matches with structured coding, matching candidate item is manually proofreaded and protected It deposits;If selecting matched user dictionary, two user dictionaries are mapped, saves and exports mapping result.
It preferably, further include the history match result and mapping for checking and revising whole user dictionaries that the user possesses As a result;Apply for terminology management person's permission;Problem feedback.
A kind of medical terminology mapping method is suitable for terminology management person, including a kind of above-described medical terminology mapping Method further includes the following contents: the user dictionary of importing is labeled as terminology standard;Safeguard terminology standard;It creates, check, repair Order and delete structured coding sheet;It checks and segments coding vocabulary with enclosed structureization;It checks and enclosed structure encryption description word Allusion quotation;Check ordinary user to the feedback of terminology management person.
A kind of medical terminology mapping method is suitable for system manager, including a kind of above-described medical terminology mapping Method further includes the following contents: newly-built, deletion user;Ratify the authority application of ordinary user, manages user right;It checks complete Portion's user feedback;Manage structured coding sheet and structuring participle coding vocabulary, Version Control;Manage user dictionary, term mark Quasi- and structured coding term dictionary;Term queries and batch matching and mapping services, managerial fit and mapping result are provided.
A kind of medical terminology mapped system is logged according to a kind of above-described medical terminology mapping method, including user Touch block, system management module, mapping services module, coding and vocabulary management module and Chinese input method system;Wherein, the system Management module manages user feedback, checks system log to manage user and its wooden fork limit;The mapping services module, to There is provided term queries, term batch maps, managerial fit and mapping result;The coding and vocabulary management module, to manage Structured coding and structuring participle coding vocabulary;The Chinese input method system, to manage user dictionary, terminology standard and knot Structure encryption description dictionary;The user logs in and touches block, to user's registration and logs in, Password Management, authority application and use It helps.
Preferably, the term queries refer to the structured coding of one term of inquiry and to similar arts existing in system The mapping result of language standard.
Preferably, the mapping of term batch refers to the user dictionary and need matched structured coding that selection has saved This, starts to match;The check and correction of matching candidate result;Two user dictionaries to be mapped saved are selected, start to map;It is matched With mapping result management.
Preferably, the vocabulary management is to manage generic word list, vocabulary export;Further, coding management is to pipe Structured coding sheet is managed, code book export generates structuring participle coding vocabulary;Further, dictionary management to import, in advance Processing saves, manages and exports user dictionary.
A kind of equipment, the equipment include:
One or more processors;
Memory, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of places Manage method of the device execution as described in any of the above item.
A kind of storage medium being stored with computer program realizes such as any of the above item when described program is executed by processor The method.
3. beneficial effect
Using technical solution provided by the invention, compared with prior art, have the following beneficial effects:
The present invention is for Chinese clinical medical term title and its coding disunity and asking without fixed mapping principle at present Topic constructs a set of purport in conjunction with international mainstream medical terminology standard code system and existing Chinese clinical medical term standard corpus Serving the integrated Chinese clinical medical term structured coding of medical data;
Using Chinese words segmentation and text relevant algorithm, a set of clinical doctor of the Chinese based on the structured coding is designed Technics quick mapping method realizes the fast mapping of generic Chinese clinical medical term;
It is encoded with mapping method using this as core, designs and develop Chinese clinical medical term mapping tool, reduce Chinese The labor workload of clinical medical term mapping, shortens mapping time.
Specifically, 1) present invention is targeted to term classification, for drug, inspection and examines term, separately designs symbol The coding structure of such term name exposition need, feature and habit is closed, to keep the structure letter of all kinds of term codings as far as possible It is bright, vocabulary is controllable, meet coding fast and accurately require;
2) there are versatility, the design of all kinds of nomenclature structureization codings, to each under this classification to the different editions of such term There are good coverage rate and compatibility in isomery Chinese terminology source, term version, sufficiently play the work of connection and integrated isomery term With, and mapping relations are established between international mainstream terminology standard;
3) keep structural stability, the design of all kinds of nomenclature structureizations coding, fully consider level that coding structure divides, The definition of quantity and included context, guarantee its meet using need and it is relatively stable, lasting;
4) have content scalability, title, the encoded radio sum number of the included project of each construction inner of structured coding Amount can be revised according to actual needs, be expanded, to adapt to the individual difference and term in different term sources and term version The development and change of content.
Detailed description of the invention
Fig. 1 is system architecture diagram of the invention;
Fig. 2 is flow diagram of the invention;
Fig. 3 is system module and functional schematic of the invention;
Fig. 4 is a kind of structural schematic diagram of equipment provided in an embodiment of the present invention.
Specific embodiment
To further appreciate that the contents of the present invention, the application is made further specifically with reference to the accompanying drawings and examples It is bright.It is understood that specific embodiment described herein is used only for explaining related invention, rather than to the limit of the invention It is fixed.It also should be noted that illustrating only part relevant to invention for ease of description, in attached drawing.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Description below explanation is carried out to the term occurred in the present invention:
(1) Chinese words segmentation and tool
One section of continuous Chinese text sequence is exactly cut into the mistake of word sequence by Chinese word segmentation according to certain rules Journey, for example, by " mapping method of term " cutting be " term mapping method ".Chinese Word Automatic Segmentation is broadly divided at present Segmenting method based on string matching, 3 seed type of segmenting method based on statistical segmenting method and knowledge based understanding. The characteristics of in view of term, i.e. single text size, are short, inherently phrases form and lexical scoping is relatively stable, term Participle can meet demand using the method based on string matching.This method needs to prepare a dictionary in advance, we Table is referred to as segmented, is then matched text to be segmented with the entry in participle table by certain scanning rule, successful match, Segmenting words are carried out, otherwise according to other rule process.It is divided into positive matching and reverse matching according to the difference of scanning direction; According to matching length precedence case, it is divided into maximum matching and smallest match;According to whether mark part of speech, but be divided into simple participle and Segment the integral method combined with part-of-speech tagging.Commonly the segmenting method based on string matching has following 4 kinds:
1) Forward Maximum Method segments method: pressing forward scan, it is desirable that phrase sum is minimum in word segmentation result.For example, participle Have in table while including " mapping method ", " mapping " and " method " entry, is then to the result of " mapping method of term " participle " term mapping method " rather than " term mapping method ".
2) reverse maximum matching participle method: i.e. subordinate clause tail in scanning direction starts.Statistical result shows that its cutting accuracy rate is high In forward direction.
3) bi-directional matching method: the combined method of Forward Maximum Method method and reverse maximum matching method.Accuracy rate is lower than independent Using two methods, but realize that simply cutting speed is fast.
A technological means in only this paper method route is segmented to term, and term participle is for segmenting skill The challenge of art is simultaneously little, and the sixth of the twelve Earthly Branches is through there is many open source participle tools to can satisfy the demand of this paper studies at present.Based on a upper chapter The design of nomenclature structureization coding, when this paper segments term, will not only carry out segmenting words, while needing to pass through word Property mark determine field belonging to vocabulary, and it is desirable that weighted value is arranged to vocabulary, calculate for later coherency of terminology. The above demand and Chinese word segmentation towards retrieval are perfectly in harmony, therefore this paper chose is opened using Pan Gu of mixing segmenting method Source Chinese word segmentation component completes the participle work in this paper method.
(2) text relevant algorithm
Common text relevant algorithm has Euclidean distance, Jie Kade distance, COS distance and min-hash etc..In view of art Word order independence feature in language expression, Jie Kade distance and COS distance are particularly suited for the calculating of coherency of terminology.It is true On, after carrying out above-mentioned participle, the calculating of two text relevants actually has been converted into the correlation calculations of two lexical sets.
Embodiment 1
As shown in Figure 1,2 and 3, a kind of medical terminology mapping method is suitable for ordinary user, step are as follows: imports user's word Allusion quotation is pre-processed and is saved;Structured coding sheet is selected, user dictionary is originally matched with structured coding, to matching candidate item It is manually proofreaded and is saved;If selecting matched user dictionary, two user dictionaries are mapped, saves and exports Mapping result.
It preferably, further include the history match result and mapping for checking and revising whole user dictionaries that the user possesses As a result;Apply for terminology management person's permission;Problem feedback.
Embodiment 2
As shown in Figure 1,2 and 3, a kind of medical terminology mapping method is suitable for terminology management person, including described in embodiment 1 A kind of medical terminology mapping method, further include the following contents: by the user dictionary of importing be labeled as terminology standard;Safeguard term Standard;Create, check, revise and delete structured coding sheet;It checks and segments coding vocabulary with enclosed structureization;It checks and safeguards Structured coding term dictionary;Check ordinary user to the feedback of terminology management person.
Embodiment 3
As shown in Figure 1,2 and 3, a kind of medical terminology mapping method is suitable for system manager, including 1,2 institute of embodiment A kind of medical terminology mapping method stated, further includes the following contents: newly-built, deletion user;Ratify the authority application of ordinary user, Manage user right;Check whole user feedbacks;Manage structured coding sheet and structuring participle coding vocabulary, Version Control; Manage user dictionary, terminology standard and structured coding term dictionary;Term queries and batch matching and mapping services, pipe are provided Reason matching and mapping result.
Embodiment 4
As shown in figs. 1 and 3, a kind of medical terminology mapped system, a kind of medical terminology according to embodiment 1,2,3 are reflected Shooting method, including user log in and touch block, system management module, mapping services module, coding and vocabulary management module and dictionary pipe Manage module;Wherein, the system management module manages user feedback, checks system log to manage user and its wooden fork limit; The mapping services module, to provide term queries, term batch maps, managerial fit and mapping result;It is described coding with Vocabulary management module, to manage structured coding and structuring participle coding vocabulary;The Chinese input method system, to manage User dictionary, terminology standard and structured coding term dictionary;The user logs in and touches block, to user's registration and logs in, close Code management, authority application and uses help.
The term queries refer to the structured coding of one term of inquiry and to analogous terms standards existing in system Mapping result;The term batch mapping refers to the user dictionary and need matched structured coding sheet that selection has saved, Start to match;The check and correction of matching candidate result;Two user dictionaries to be mapped saved are selected, start to map;Carry out matching and Mapping result management;The vocabulary management is to manage generic word list, vocabulary export;Further, coding management is to manage Structured coding sheet, code book export generate structuring participle coding vocabulary;Further, dictionary management is to import, locate in advance Reason saves, manages and exports user dictionary.
In conjunction with attached drawing 1 and 3, it is described below:
System and management
A) user's registration/login/exits: filling in user name, mailbox, password, user data table, initial rights are written in information It is ordinary user;The confirmation of user's logon rights;Mailbox gives password for change;It logs off, saves and remind, return to login interface;
B) Password Management: password modification;
C) authority application: ordinary user, which submits, applies to become terminology management person, inputs identity explanation;
D) help is used: display function and operation instruction;
E) problem is fed back: filling in and submit feedback;Specified feedback target;
F) administrator module:
I. user and rights management (only system manager): newly-built, delete user;Ratify the authority application of ordinary user; Manage user right;
Ii. it feedback management: checks, delete (only system manager) user feedback;
Iii. log management (only system manager): display, deletion system log;
Coding and vocabulary management
A) coding management
I. code book management: increase, delete, coding, title and the vocabulary of modification code book attribute, saving coding notebook data To code book table, code-book information is stored in code-book information table;Check, create, deleting, revising, updating, separately depositing and exporting coding This;
Ii. structuring participle coding vocabulary generates: generating structuring participle coding vocabulary;
Iii. code book main fields segment: selection structuring participle coding vocabulary selects structured coding sheet, to main fields Participle;As a result deposit code book segments table;
B) vocabulary management
I. generic word list management: vocabulary inquiry;Newly-increased, deletion, the vocabulary of modification generic word list, part of speech;
Ii. vocabulary exports: export vocabulary;
Dictionary management
A) it imports and saves
I. import: .xls format is supported in file selection;Dictionary is shown;
Ii. dictionary pre-processes: prompt system input data pattern template;Term duplicate removal (goes to rearrange optional), and data are deleted, Data column merge;
Iii. save by pattern template: selection data column fill in dictionary and pattern template column corresponding relationship, table name, table point Class, permission, dictionary table data are stored in user dictionary table, and dictionary table information is stored in user dictionary information table;Automatic checking is non- Method character;User dictionary renaming is deleted;
B) it exports: export user dictionary;
C) structured coding term dictionary management: structured coding term dictionary is checked;
Mapping services
A) term queries: term input, generic selection;Structured encodes and to analogous terms existing in system The mapping result of standard;
B) batch maps
I. matching candidate result is proofreaded: the user dictionary that selection the sixth of the twelve Earthly Branches saves, and selection needs matched structured coding sheet, is started Matching;Main fields matching candidate item is saved in main fields matching list, and attribute field decagram word segmentation result is saved in attributes match table;School To matching candidate as a result, result protects family dependant's update to above-mentioned two table, match information (user dictionary ID, code book ID) is saved in matching Result information table;Matching result is separately stored to encoder dictionary table;
Ii. map: selection the sixth of the twelve Earthly Branches is matched to two user dictionaries of structured coding, starts to map;Mapping result is saved in Mapping result table, map information (user dictionary ID-1, user learn allusion quotation ID-2);
Iii. matching is with mapping result management: matching and mapping result is checked, revises, updates, separately deposits and exported.
The innovation of the invention consists in that: 1) comparison based on ontology term vocabulary and hospital business system is realized, by hospital The vocabulary for the synonym that vocabulary in operation system language includes with ontology term and term compares, by identical vocabulary it Between establish mapping relations, this method can intuitively establish the association of user language to ontology term.2) pass through hospital business System language and body construction relationship compare, when 1) method cannot find corresponding mapping association, can to Phrase and short sentence in the language of family carry out the fractionation according to word, and are compared using centre word therein and ontology term Compared with establishing mapping relations between identical vocabulary.Moreover, this kind of mapping relations can be by the feedback learning machine mentioned hereinafter Make strengthen user language to the node some child node incidence relation.3) relationship based on semantic dictionary compares, doctor The uncertainty of institute's operation system language leads to compare linguistic relation and improper by way of establishing knowledge base, so, It is compared with the relationship for establishing hospital business system language to ontology term based on the mode of semantic dictionary.
Embodiment 8
The present embodiment proposes a kind of equipment, and the equipment includes: one or more processors;Memory, for storing One or more programs, when one or more of programs are executed by one or more of processors, so that one Or multiple processors execute the method as described in any one of embodiment 1-3.
The present embodiment also proposed a kind of storage medium for being stored with computer program, real when which is executed by processor The now method as described in any one of embodiment 1-3.
Fig. 4 is a kind of structural schematic diagram for equipment that one embodiment of the invention provides.
As shown in figure 4, present invention also provides a kind of equipment 500, including one or more centres as on the other hand Unit (CPU) 501 is managed, can be added according to the program being stored in read-only memory (ROM) 502 or from storage section 508 The program that is downloaded in random access storage device (RAM) 503 and execute various movements appropriate and processing.In RAM503, also deposit It contains equipment 500 and operates required various programs and data.CPU501, ROM502 and RAM503 pass through the phase each other of bus 504 Even.Input/output (I/O) interface 505 is also connected to bus 504.
I/O interface 505 is connected to lower component: the importation 506 including keyboard, mouse etc.;It is penetrated including such as cathode The output par, c 507 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.;Storage section 508 including hard disk etc.; And the communications portion 509 of the network interface card including LAN card, modem etc..Communications portion 509 via such as because The network of spy's net executes communication process.Driver 510 is also connected to I/O interface 505 as needed.Detachable media 511, such as Disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 510, in order to read from thereon Computer program be mounted into storage section 508 as needed.
Particularly, in accordance with an embodiment of the present disclosure, the method for any of the above-described embodiment description may be implemented as computer Software program.For example, embodiment of the disclosure includes a kind of computer program product comprising be tangibly embodied in machine readable Computer program on medium, the computer program include the program generation for executing the method for any of the above-described embodiment description Code.In such embodiments, which can be downloaded and installed from network by communications portion 509, and/or It is mounted from detachable media 511.
As another aspect, present invention also provides a kind of computer readable storage medium, the computer-readable storage mediums Matter can be computer readable storage medium included in the device of above-described embodiment;It is also possible to individualism, it is unassembled Enter the computer readable storage medium in equipment.Computer-readable recording medium storage has one or more than one program, should Program is used to execute by one or more than one processor is described in the present processes.
Flow chart and block diagram in attached drawing are illustrated according to the system of various embodiments of the invention, method and computer journey The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation A part of one module, program segment or code of table, a part of the module, program segment or code include one or more use The executable instruction of the logic function as defined in realizing.It should also be noted that in some implementations as replacements, being marked in box The function of note can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are actually It can be basically executed in parallel, they can also be executed in the opposite order sometimes, this is depending on related function.Also it wants It is noted that the combination of each box in block diagram and or flow chart and the box in block diagram and or flow chart, Ke Yitong The dedicated hardware based system of functions or operations as defined in executing is crossed to realize, or by specialized hardware and can be calculated The combination of machine instruction is realized.
Being described in the embodiment of the present application involved unit or module can be realized by way of software, can also be with It is realized by way of hardware.Described unit or module also can be set in the processor, for example, each unit can To be the software program being arranged in computer or intelligent movable equipment, it is also possible to the hardware device being separately configured.Wherein, this The title of a little units or module does not constitute the restriction to the unit or module itself under certain conditions.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.Those skilled in the art Member is it should be appreciated that invention scope involved in the application, however it is not limited to technology made of the specific combination of above-mentioned technical characteristic Scheme, while should also cover in the case where not departing from the application design, appointed by above-mentioned technical characteristic or its equivalent feature Other technical solutions of meaning combination and formation.Such as features described above and (but being not limited to) disclosed herein have similar functions Technical characteristic replaced mutually and the technical solution that is formed.

Claims (10)

1. a kind of medical terminology mapping method is suitable for ordinary user, which is characterized in that step are as follows: import user dictionary, carry out It pre-processes and saves;Structured coding sheet is selected, user dictionary is originally matched with structured coding, is carried out to matching candidate item artificial It proofreads and saves;If selecting matched user dictionary, two user dictionaries are mapped, save and export mapping knot Fruit.
2. a kind of medical terminology mapping method according to claim 1, which is characterized in that further include check and revise described in The history match result and mapping result for whole user dictionaries that user possesses;Apply for terminology management person's permission;Problem feedback.
3. a kind of medical terminology mapping method is suitable for terminology management person, which is characterized in that including described in claim 1 one Kind medical terminology mapping method, further includes the following contents: the user dictionary of importing is labeled as terminology standard;Safeguard term mark It is quasi-;Create, check, revise and delete structured coding sheet;It checks and segments coding vocabulary with enclosed structureization;Check and safeguard knot Structure encryption description dictionary;Check ordinary user to the feedback of terminology management person.
4. a kind of medical terminology mapping method is suitable for system manager, which is characterized in that including as claimed in claim 3 one Kind medical terminology mapping method, further includes the following contents: newly-built, deletion user;Ratify the authority application of ordinary user, management is used Family permission;Check whole user feedbacks;Manage structured coding sheet and structuring participle coding vocabulary, Version Control;Management is used Family dictionary, terminology standard and structured coding term dictionary;Term queries and batch matching and mapping services, managerial fit are provided And mapping result.
5. a kind of medical terminology mapped system, which is characterized in that a kind of medical terminology mapping side according to claim 4 Method, including user log in and touch block, system management module, mapping services module, coding and vocabulary management module and dictionary management mould Block;Wherein, the system management module manages user feedback, checks system log to manage user and its wooden fork limit;It is described Mapping services module, to provide term queries, term batch maps, managerial fit and mapping result;The coding and vocabulary Management module, to manage structured coding and structuring participle coding vocabulary;The Chinese input method system, to manage user Dictionary, terminology standard and structured coding term dictionary;The user logs in and touches block, to user's registration and logs in, password pipe Reason, authority application and uses help.
6. a kind of medical terminology mapped system according to claim 5, which is characterized in that the term queries, which refer to, to be looked into Ask the structured coding an of term and the mapping result to analogous terms standard existing in system.
7. a kind of medical terminology mapped system according to claim 5, which is characterized in that the term batch, which maps, is Refer to the user dictionary and need matched structured coding sheet that selection has saved, starts to match;The check and correction of matching candidate result;Selection is Two user dictionaries to be mapped saved, start to map;Carry out matching and mapping result management.
8. according to a kind of described in any item medical terminology mapped systems of claim 57, which is characterized in that the vocabulary management To manage generic word list, vocabulary export;Further, to manage structured coding sheet, code book export is raw for coding management Coding vocabulary is segmented at structuring;Further, dictionary management is to import, pre-process, save, manage and export user's word Allusion quotation.
9. a kind of equipment, which is characterized in that the equipment includes:
One or more processors;
Memory, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors Execute such as method of any of claims 1-4.
10. a kind of storage medium for being stored with computer program, which is characterized in that realized such as when described program is executed by processor Method of any of claims 1-4.
CN201811205982.2A 2018-10-17 2018-10-17 A kind of medical terminology mapped system and method, equipment and storage medium Pending CN109408820A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811205982.2A CN109408820A (en) 2018-10-17 2018-10-17 A kind of medical terminology mapped system and method, equipment and storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811205982.2A CN109408820A (en) 2018-10-17 2018-10-17 A kind of medical terminology mapped system and method, equipment and storage medium

Publications (1)

Publication Number Publication Date
CN109408820A true CN109408820A (en) 2019-03-01

Family

ID=65467283

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811205982.2A Pending CN109408820A (en) 2018-10-17 2018-10-17 A kind of medical terminology mapped system and method, equipment and storage medium

Country Status (1)

Country Link
CN (1) CN109408820A (en)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111126018A (en) * 2019-11-25 2020-05-08 泰康保险集团股份有限公司 Form generation method and device, storage medium and electronic equipment
CN111444333A (en) * 2020-04-25 2020-07-24 上海健交科技服务有限责任公司 Insurance medicine and clinical medicine code mapping method
CN111737533A (en) * 2020-06-19 2020-10-02 东软集团股份有限公司 Processing method and device for inspection items, storage medium and equipment
CN111933244A (en) * 2020-08-17 2020-11-13 医渡云(北京)技术有限公司 Medicine data encoding method and device, computer readable medium and electronic equipment
WO2020233256A1 (en) * 2019-07-12 2020-11-26 之江实验室 General medical termbase-based multi-center medical terminology standardization system
CN112052667A (en) * 2020-09-27 2020-12-08 沈阳东软智能医疗科技研究院有限公司 Method, device and equipment for realizing medical code mapping
CN112131868A (en) * 2020-09-22 2020-12-25 上海亿普医药科技有限公司 Clinical trial medical coding method
CN112286936A (en) * 2020-11-03 2021-01-29 金蝶软件(中国)有限公司 Account checking method, system and related equipment
CN112541056A (en) * 2020-12-18 2021-03-23 卫宁健康科技集团股份有限公司 Medical term standardization method, device, electronic equipment and storage medium
CN112765136A (en) * 2021-04-07 2021-05-07 浙江太美医疗科技股份有限公司 Storage method, upgrading method and device of medical coding dictionary
CN112786206A (en) * 2021-01-28 2021-05-11 山东众阳健康科技集团有限公司 Data processing method and system for information standardization of medical institution
CN113033155A (en) * 2021-05-31 2021-06-25 哈尔滨工业大学(深圳)(哈尔滨工业大学深圳科技创新研究院) Automatic coding method for medical concepts by combining sequence generation and hierarchical word lists
CN113111191A (en) * 2021-04-22 2021-07-13 崔蒙 Method and device for constructing traditional Chinese and western medicine combined clinical term system
CN114595668A (en) * 2022-01-28 2022-06-07 北京医鸣技术有限公司 Method, platform, medium and equipment for standardizing medical diagnosis terms
CN117334316A (en) * 2023-12-01 2024-01-02 广东聚健康信息科技有限公司 Medical health examination project management method and system
WO2024007810A1 (en) * 2022-07-05 2024-01-11 上海妙一生物科技有限公司 Coding method and apparatus based on medical diseases and medicines

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104156415A (en) * 2014-07-31 2014-11-19 沈阳锐易特软件技术有限公司 Mapping processing system and method for solving problem of standard code control of medical data
CN105574103A (en) * 2015-12-11 2016-05-11 浙江大学 Method and system for automatically establishing medical term mapping relationship based on word segmentation and coding
CN107566406A (en) * 2017-10-19 2018-01-09 郑州云海信息技术有限公司 A kind of meeting summary management system based on cloud storage
US20180246876A1 (en) * 2017-02-27 2018-08-30 Medidata Solutions, Inc. Apparatus and method for automatically mapping verbatim narratives to terms in a terminology dictionary

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104156415A (en) * 2014-07-31 2014-11-19 沈阳锐易特软件技术有限公司 Mapping processing system and method for solving problem of standard code control of medical data
CN105574103A (en) * 2015-12-11 2016-05-11 浙江大学 Method and system for automatically establishing medical term mapping relationship based on word segmentation and coding
US20180246876A1 (en) * 2017-02-27 2018-08-30 Medidata Solutions, Inc. Apparatus and method for automatically mapping verbatim narratives to terms in a terminology dictionary
CN107566406A (en) * 2017-10-19 2018-01-09 郑州云海信息技术有限公司 A kind of meeting summary management system based on cloud storage

Cited By (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020233256A1 (en) * 2019-07-12 2020-11-26 之江实验室 General medical termbase-based multi-center medical terminology standardization system
CN111126018B (en) * 2019-11-25 2023-08-08 泰康保险集团股份有限公司 Form generation method and device, storage medium and electronic equipment
CN111126018A (en) * 2019-11-25 2020-05-08 泰康保险集团股份有限公司 Form generation method and device, storage medium and electronic equipment
CN111444333A (en) * 2020-04-25 2020-07-24 上海健交科技服务有限责任公司 Insurance medicine and clinical medicine code mapping method
CN111444333B (en) * 2020-04-25 2023-08-11 上海健交科技服务有限责任公司 Coding mapping method for insurance medicine and clinical medicine
CN111737533A (en) * 2020-06-19 2020-10-02 东软集团股份有限公司 Processing method and device for inspection items, storage medium and equipment
CN111737533B (en) * 2020-06-19 2024-02-09 东软集团股份有限公司 Method, device, storage medium and equipment for processing inspection items
CN111933244A (en) * 2020-08-17 2020-11-13 医渡云(北京)技术有限公司 Medicine data encoding method and device, computer readable medium and electronic equipment
CN112131868A (en) * 2020-09-22 2020-12-25 上海亿普医药科技有限公司 Clinical trial medical coding method
CN112052667A (en) * 2020-09-27 2020-12-08 沈阳东软智能医疗科技研究院有限公司 Method, device and equipment for realizing medical code mapping
CN112052667B (en) * 2020-09-27 2024-05-03 沈阳东软智能医疗科技研究院有限公司 Method, device and equipment for realizing medical coding mapping
CN112286936A (en) * 2020-11-03 2021-01-29 金蝶软件(中国)有限公司 Account checking method, system and related equipment
CN112541056A (en) * 2020-12-18 2021-03-23 卫宁健康科技集团股份有限公司 Medical term standardization method, device, electronic equipment and storage medium
CN112541056B (en) * 2020-12-18 2024-05-31 卫宁健康科技集团股份有限公司 Medical term standardization method, device, electronic equipment and storage medium
CN112786206A (en) * 2021-01-28 2021-05-11 山东众阳健康科技集团有限公司 Data processing method and system for information standardization of medical institution
CN112765136A (en) * 2021-04-07 2021-05-07 浙江太美医疗科技股份有限公司 Storage method, upgrading method and device of medical coding dictionary
CN113111191A (en) * 2021-04-22 2021-07-13 崔蒙 Method and device for constructing traditional Chinese and western medicine combined clinical term system
CN113033155A (en) * 2021-05-31 2021-06-25 哈尔滨工业大学(深圳)(哈尔滨工业大学深圳科技创新研究院) Automatic coding method for medical concepts by combining sequence generation and hierarchical word lists
CN113033155B (en) * 2021-05-31 2021-10-26 哈尔滨工业大学(深圳)(哈尔滨工业大学深圳科技创新研究院) Automatic coding method for medical concepts by combining sequence generation and hierarchical word lists
CN114595668A (en) * 2022-01-28 2022-06-07 北京医鸣技术有限公司 Method, platform, medium and equipment for standardizing medical diagnosis terms
WO2024007810A1 (en) * 2022-07-05 2024-01-11 上海妙一生物科技有限公司 Coding method and apparatus based on medical diseases and medicines
CN117334316A (en) * 2023-12-01 2024-01-02 广东聚健康信息科技有限公司 Medical health examination project management method and system

Similar Documents

Publication Publication Date Title
CN109408820A (en) A kind of medical terminology mapped system and method, equipment and storage medium
US10496749B2 (en) Unified semantics-focused language processing and zero base knowledge building system
CN104718542B (en) Utilize illiteracy's data conversion up and down of index String matching
US8775433B2 (en) Self-indexing data structure
JP2957702B2 (en) Semantic object modeling system for generating relational database schema
US20110302554A1 (en) Application generator for data transformation applications
EP1128277A2 (en) Data processing method and system, program for realizing the method, and computer readable storage medium storing the program
US11106719B2 (en) Heuristic dimension reduction in metadata modeling
CN109885665A (en) A kind of data query method, apparatus and system
KR20090010185A (en) Method and system for managing single and multiple taxonomies
Zorrilla-Agut et al. IATE 2: Modernising the EU’s IATE terminological database to respond to the challenges of today’s translation world and beyond
CN116383395A (en) Method for constructing knowledge graph in hydrologic model field
Sun A natural language interface for querying graph databases
CN110119404A (en) A kind of intelligence access system and method based on natural language understanding
WANG et al. Automatic extraction and structuration of soil–environment relationship information from soil survey reports
Westphal et al. Countering language attrition with PanLex and the Web of Data
Elamin et al. Toward an Ontology Based Approach for Data Warehousing
Sidhu et al. Role of machine translation and word sense disambiguation in natural language processing
Mandal MultiTes: a knowledge organization thesaurus construction tool for college libraries under the University of Burdwan
Zhou et al. Research on mechanism of the information retrieval based on ontology label
Dimitriadis et al. How to integrate databases without starting a typology war: The Typological Database System
Dai Construction of English and American literature corpus based on machine learning algorithm
Mellah et al. Artificial neural networks for text-to-sql task: state of the art
Cao et al. A method of calculating the semantic similarity between English and Chinese concepts
Jin Similarity of weighted directed acyclic graphs

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
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20190301

WD01 Invention patent application deemed withdrawn after publication