CN107861996A - A kind of medicine evidence-based database Diagrams automatic creation system - Google Patents

A kind of medicine evidence-based database Diagrams automatic creation system Download PDF

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Publication number
CN107861996A
CN107861996A CN201710975305.8A CN201710975305A CN107861996A CN 107861996 A CN107861996 A CN 107861996A CN 201710975305 A CN201710975305 A CN 201710975305A CN 107861996 A CN107861996 A CN 107861996A
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China
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medicine
analysis
module
evidence
data
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CN201710975305.8A
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高东平
池慧
杨渊
杜然然
孙晓北
李玲
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Institute of Medical Information CAMS
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Institute of Medical Information CAMS
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22Indexing; Data structures therefor; Storage structures
    • G06F16/2282Tablespace storage structures; Management thereof

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • Medical Treatment And Welfare Office Work (AREA)

Abstract

The present invention relates to a kind of medicine evidence-based database Diagrams automatic creation system, belong to Computer Applied Technology field.Medicine evidence-based database, index data base, medicine evidence-based maintenance of information module, full-text search search engine module, message synchronization module, medicine evidence-based data relation analysis module, automatic report generation module.The thinking of chart is automatically generated while the present invention is using retrieval, enable a computer to the retrieval behavior by user, automatically chart generation is carried out to multidimensional data to judge, and then generate and show all possible chart to user, the system is to improve the intuitive of data display in medicine evidence-based database, also substantially increases scientific research personnel and carries out correlative study, writes mutually notifiable efficiency.

Description

A kind of medicine evidence-based database Diagrams automatic creation system
Technical field
The present invention relates to a kind of medicine evidence-based database Diagrams automatic creation system, belong to Computer Applied Technology field.
Background technology
The current whether conventional tool such as Excel, Word, or SimpleGraph, Chared are inputted by user Numerical value generate simple chart, be both ownership goal very clearly in the case of, carry out the generation of chart.Current figure Table generates, and is required to the clear and definite nominated bank's Column Properties of user, property value, the icon style of generation.However, in the big data epoch, grind When studying carefully personnel in face of multi-source, mass data, the chart generation of user is divided into explicit requirement and indefinite two kinds of demand.For user There is the scene of clear and definite chart generation analysis demand, it is necessary to there is more easily chart Core Generator;User's request chart, which is generated, to be needed Indefinite scene is sought, it is necessary to there is instrument to prompt the issuable chart of these data, to excite point of researcher Analyse inspiration.
The content of the invention
The present invention focuses on medicine evidence-based database, using the thinking that chart is automatically generated while retrieval, makes computer Chart generation can be carried out to multidimensional data automatically and is judged by the retrieval behavior of user, and then generate and shown to user all Possible chart.
System includes:Medicine evidence-based database, index data base, medicine evidence-based maintenance of information module, full-text search search Engine modules, message synchronization module, medicine evidence-based data relation analysis module, automatic report generation module;
Medicine evidence-based database information based on Basic drug information, gives off medicine manufacturer's information, advertisement for pharmaceuticals, medicine With plant, natural drug activity, natural medicinal ingredients, drug treatment guide, new drug development policy, adverse drug reaction, medicine The letters related to medicine such as administrative protection, medicine illustrate, pharmaceutical patent document, Pharmaceutical Analysis method, drug clinical experimentation institution The formed data warehouse of breath;
Index data base, described with nomenclature of drug, medicine, based on the related attribute of the medicine such as indication, by dividing Word device, is segmented.On the basis of participle, index is created to each medicine information of storage;And these indexes are stored In search engine server, for being carried in after startup in internal memory, retrieval rate is improved.
Medicine evidence-based maintenance of information module, there is provided the maintenance to medicine evidence-based information, medicine information can be write medicine In evidence-based database.The module uses B/S architecture mode, and front and rear end data is transmitted with JSON data formats;Before Rear end is held, two-way encryption technology ensures the security of data;
The medicine evidence-based maintenance of information module that full-text search search engine module is read according to medicine evidence-based database produces Data, on the basis of IK Chinese word segmentation machines, add medical science dictionary for word segmentation, segmented, and according to word segmentation result build institute Index;Search engine is based on Solr and provides efficient retrieval service, and search result is showed into user;Precise search and mould are provided Paste two kinds of forms of search;
Message synchronization module, as medicine evidence-based database evidence-based drug information maintenance module and full-text search search engine The bridge module of module, using issue and the message statistics mechanism subscribed to, the letter that medicine evidence-based maintenance of information module will be safeguarded Breath, is published in the module, is cached in the form of queue, then search engine is by way of message subscribing, by message It is synchronized in index data base, realizes the data syn-chronization of index database and basic database;
Automatic report generation module, on the basis of full-text search search engine module retrieval result, call medicine evidence-based number According to relation analysis model, chart generation is carried out automatically to the information that retrieval result can associate;Chart generation is increased income soft with echart Based on part, by retrieval result data, obtain corresponding data and store data in front end indexDb, with chain tableau format Data storage is carried out, the preparation of data is completed in sequence;And the data format according to needed for echart, tissue data generation figure Table, automatic report is generated according to the JSDoc of Microsoft, preserved;
Medicine evidence-based data relation analysis module storing chart incidence relation, including:Using medicine manufacturer's information as core The heart and using nomenclature of drug as the class association analysis of core two;Include by core association analysis of medicine manufacturer's information:Medicine classification is closed Join analysis, chemical drugs association analysis, Chinese medicine association analysis, formulation statistical analysis, the list of production medicine, medicine approval time point Analysis, the analysis of approval number of the drug expiration time, produce the statistical analysis of medicine indication, prescription medicine association analysis, advertising input Association analysis, competitive enterprise's association analysis, patent analysis, the statistical analysis of natural drug plant origin, natural drug purposes statistics Analysis, Adverse drug reaction, drug evaluation model analysis, totally 16 kinds of relation analysis models;
Association analysis using nomenclature of drug as core includes:The alias statistical analysis list of chemical name corresponding to medicine, medicine All production firm's related information analyses, medicine related patent analysis, medicine indication, taboo and adverse reaction corresponding to product Knowledge Map;Advertisement for pharmaceuticals input analysis;
Beneficial effect
The present invention automatically generates chart in a manner of the retrieval for inputting keyword, is inputted according to the keyword of user, carries out The comprehensive related data statistical analysis of database, judge the implicit intention of user, generating chart to greatest extent for user provides Portable tool.The system is to improve the intuitive of data display in medicine evidence-based database, also substantially increases scientific research personnel Carry out correlative study, write mutually notifiable efficiency.
Brief description of the drawings
Fig. 1 medicine evidence-based database Diagrams automatic creation system schematic diagrames
Fig. 2 advertising input analysis charts
Embodiment
Medicine evidence-based database (1) information based on Basic drug information, it is wide to give off medicine manufacturer's information, medicine Announcement, medicinal plant, natural drug activity, natural medicinal ingredients, drug treatment guide, new drug development policy, adverse drug reaction, Medicine administrative protection, medicine explanation, pharmaceutical patent document, Pharmaceutical Analysis method, drug clinical experimentation institution etc. are related to medicine The data warehouse that is formed of information;
Index data base (2), it is based on nomenclature of drug, the related attribute of the medicine such as medicine description, indication, to pass through Segmenter, segmented.On the basis of participle, index is created to each medicine information of storage;And these indexes are deposited Storage is in search engine server, for being carried in after startup in internal memory, improves retrieval rate.
Medicine evidence-based maintenance of information module (3), there is provided the maintenance to medicine evidence-based information, medicine information can be write medicine In thing evidence-based database.The module uses B/S architecture mode, and front and rear end data is transmitted with JSON data formats;Using Front end rear end, two-way encryption technology ensure the security of data;
The medicine evidence-based maintenance of information mould that full-text search search engine module (4) is read according to medicine evidence-based database (1) Data caused by block (3), on the basis of IK Chinese word segmentation machines, medical science dictionary for word segmentation is added, is segmented, and tied according to participle Fruit structure is indexed;Search engine is based on Solr and provides efficient retrieval service, and search result is showed into user;There is provided accurate Search for and search for generally two kinds of forms;
Message synchronization module (5), searched for as medicine evidence-based database evidence-based drug information maintenance module and full-text search The bridge module of engine modules, using the message statistics mechanism of issue and subscription, medicine evidence-based maintenance of information module will be safeguarded Information, be published in the module, be cached in the form of queue, then search engine by way of message subscribing, will Message synchronization realizes the data syn-chronization of index data base and medicine evidence-based database into index data base (2);
Automatic report generation module (6), on the basis of full-text search search engine module (4) retrieval result, call medicine The chart incidence relation stored in evidence-based data relation analysis (7) module, analysis is provided retrieval result, retrieval result can be closed The information of connection carries out chart generation automatically;Autochart is generated based on echart open source softwares.By retrieval result data, Obtain corresponding data and store data in front end indexDb, data storage is carried out with chain tableau format, data are completed in sequence Preparation.And the data format according to needed for echart, tissue data generation icon, generated according to the JSDoc of Microsoft automatic Report, is preserved;
By medicine evidence-based data relation analysis, can obtain some specific medicine manufacturer includes advertising input association point 16 charts including analysis, " North China pharmacy (Hebei) Shen Cao Co., Ltds " such as is inputted, then wherein advertising input association analysis is such as Shown in Fig. 2;6 kinds of charts including the related patent of certain specific medicine can also be automatically derived by retrieving certain medicine; " Amoxicillin " such as is inputted in full-text search search engine module [002], then 6 kinds of related charts of automatic Display medicine, wherein, 28 related patents of medicine Patents diagrammatic representation, it is as shown in the table.
1 A kind of pharmaceutical composition containing Utimox and potassium clavulanate
2 The pharmaceutical formulation of improvement release containing Amoxicillin
3 Long-acting (sustained release) amoxil capsule and preparation method
4 Amoxicillin antibacterial agent containing Nano Silver and preparation method thereof, application
5 It is adapted to the Wymox its preparation method of child administration
6 A kind of pharmaceutical composition containing Amoxicillin and preparation method thereof
7 A kind of combination drug containing Magnesium flucloxacillin and Amoxicillin Sodium
8 Buccal lozenge containing Amoxicillin and preparation method thereof
9 A kind of combination drug containing Magnesium flucloxacillin and Amoxicillin Sodium
10 A kind of compound preparation for treating respiratory tract infection and preparation method thereof
11 Amoxicillin-potsssium clavulanate dispersion tablet
12 Beta-cyclodextrin/amoxicillin inclusion compound and its composition and preparation method with potassium clavulanate
13 A kind of preparation of injection amoxicillin sulbactam
14 Pharmaceutical composition and its application containing Amoxicillin, ambroxol and beta lactamase restrainer
15 Buccal lozenge containing amoxicillin and clavulanate and preparation method thereof
16 Anti-beta-lactamase antibiotic composite preparation
17 Prescription of amoxicillin sodium for injection/ambroxol hydrochloride powder pin and preparation method thereof
18 Buccal lozenge containing amoxillin and flucloxacillin and preparation method thereof
19 It is adapted to the Amoxicillin of children's application and the compound preparation and its prescription and preparation method of ambroxol hydrochloride
20 The Amoxicillin for the sodium acid carbonate being modified comprising surface and/or clavulanic acid oral dispersible tablet composition
21 Pharmaceutical preparation containing Amoxicillin and Clavulanate
22 It is adapted to the Amoxicillin of children's application and the compound preparation and its prescription and preparation method of bromhexine hydrochloride
23 The sustained release tablets of Amoxicillin
24 A kind of composition containing Amoxicillin and dicloxacillin sodium
25 Oral formulation of amoxicillin and sulbactam pivoxyl and preparation method thereof
26 The oral drug preparation of the aqueous suspension of microcapsules form of release Amoxicillin can be improved
27 The sustained release tablets of amoxicillin-clavulantes
28 A kind of method for preparing the medicinal mixture containing Amoxicillin Sodium and potassium clavulanate

Claims (1)

1. a kind of medicine evidence-based database Diagrams automatic creation system, medicine evidence-based database, index data base, medicine evidence-based letter Cease maintenance module, full-text search search engine module, message synchronization module, medicine evidence-based data relation analysis module, automatic report Accuse generation module, it is characterised in that:
Medicine evidence-based database information based on Basic drug information, gives off medicine manufacturer's information, advertisement for pharmaceuticals, medicinal plant Thing, natural drug activity, natural medicinal ingredients, drug treatment guide, new drug development policy, adverse drug reaction, medicine are administrative The information institutes related to medicine such as protection, medicine illustrate, pharmaceutical patent document, Pharmaceutical Analysis method, drug clinical experimentation institution The data warehouse of formation;
Index data base, be with nomenclature of drug, medicine description, based on the related attribute of the medicine such as indication, by segmenter, Segmented;On the basis of participle, index is created to each medicine information of storage;And these indexes are stored in search In engine server, for being carried in after startup in internal memory, retrieval rate is improved;
Medicine evidence-based maintenance of information module, there is provided the maintenance to medicine evidence-based information, medicine information can be write medicine evidence-based In database;The module uses B/S architecture mode, and front and rear end data is transmitted with JSON data formats;Behind front end End, two-way encryption technology ensure the security of data;
Full-text search search engine module number according to caused by the medicine evidence-based maintenance of information module that medicine evidence-based database is read According to, on the basis of IK Chinese word segmentation machines, add medical science dictionary for word segmentation, segmented, and according to word segmentation result structure indexed; Search engine is based on Solr and provides efficient retrieval service, and search result is showed into user;Precise search is provided and obscured and is searched Two kinds of forms of rope;
Message synchronization module, as medicine evidence-based database evidence-based drug information maintenance module and full-text search search engine module Bridge module, using issue with subscribe to message statistics mechanism, the information that medicine evidence-based maintenance of information module will be safeguarded, hair Cloth is cached into the module in the form of queue, and then search engine is arrived message synchronization by way of message subscribing In index data base, the data syn-chronization of index database and basic database is realized;
Automatic report generation module, on the basis of full-text search search engine module retrieval result, medicine evidence-based data are called to close Join analysis model, chart generation is carried out automatically to the information that retrieval result can associate;Chart generation using echart open source softwares as Basis, by retrieval result data, obtain corresponding data and store data in front end indexDb, carried out with chain tableau format The preparation of data is completed in data storage, sequence;And the data format according to needed for echart, tissue data generation chart, Automatic report is generated according to the JSDoc of Microsoft, preserved;
Medicine evidence-based data relation analysis module storing chart incidence relation, including:Using medicine manufacturer's information as core and Using nomenclature of drug as the class association analysis of core two;Include by core association analysis of medicine manufacturer's information:Medicine category associations point Analysis, chemical drugs association analysis, Chinese medicine association analysis, formulation statistical analysis, the list of production medicine, medicine approval time series analysis, medicine The analysis of product authentication code expiration time, produce the statistical analysis of medicine indication, prescription medicine association analysis, advertising input association point Analysis, competitive enterprise's association analysis, patent analysis, the statistical analysis of natural drug plant origin, the statistical analysis of natural drug purposes, medicine Thing analysis of adverse reactions, drug evaluation model analysis, totally 16 kinds of relation analysis models;
Association analysis using nomenclature of drug as core includes:The alias statistical analysis list of chemical name corresponding to medicine, medicine pair Patent analysis, medicine indication, taboo and the adverse reaction knowledge that all production firm's related informations answered are analyzed, medicine is related Map;Advertisement for pharmaceuticals input analysis.
CN201710975305.8A 2017-10-16 2017-10-16 A kind of medicine evidence-based database Diagrams automatic creation system Pending CN107861996A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022002029A1 (en) * 2020-06-29 2022-01-06 智慧芽信息科技(苏州)有限公司 Drug trend analysis system and method therefor
CN114817504A (en) * 2022-05-05 2022-07-29 北京三快在线科技有限公司 Medicine searching method, device, equipment and storage medium

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CN103258054A (en) * 2013-05-31 2013-08-21 闫朝升 Method and device for processing data
CN104504119A (en) * 2014-12-30 2015-04-08 天津迈沃医药技术有限公司 Self-analysis method of associated medicines based on medical ontology database
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022002029A1 (en) * 2020-06-29 2022-01-06 智慧芽信息科技(苏州)有限公司 Drug trend analysis system and method therefor
CN114817504A (en) * 2022-05-05 2022-07-29 北京三快在线科技有限公司 Medicine searching method, device, equipment and storage medium

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