CN105912883A - Structural data extraction method for ICD pacemaker - Google Patents
Structural data extraction method for ICD pacemaker Download PDFInfo
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- CN105912883A CN105912883A CN201610494115.XA CN201610494115A CN105912883A CN 105912883 A CN105912883 A CN 105912883A CN 201610494115 A CN201610494115 A CN 201610494115A CN 105912883 A CN105912883 A CN 105912883A
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- G06F19/324—
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/93—Document management systems
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/21—Design, administration or maintenance of databases
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/103—Formatting, i.e. changing of presentation of documents
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Abstract
The invention discloses a structural data extraction method for an ICD pacemaker. The structural data extraction method comprises the following steps: 1) exporting a report file of a PDF format from the ICD pacemaker; 2) setting a CRT parameter extraction rule base according to the report file; 3) reading file content; 4) scanning the report file, and extracting the file content; 5) calling the CRT parameter extraction rule base, and programming and extracting data meeting extraction rules; 6) writing the data into a database. By adoption of the structural data extraction method for the ICD pacemaker, the human resource can be saved.
Description
Technical field
The present invention relates to a kind of structural data extraction method for antitachycardia pacemaker.
Background technology
Congestive heart failure is the serious condition having relatively high mortality, has thousands of patient to die from heart failure every year.In more than 10 years in past, have become as treatment this rank the most significant non-drug therapy method implanting CRT equipment in the patient.
After patient implants CRT equipment, need periodically to go back to hospital and follow up a case by regular visits to, in order to the work that CRT is recent is evaluated by cardiovascular specialist doctor, and combines the diagnostic function of CRT, optimize device parameter, adjust therapeutic scheme.CRT equipment is implanted patient and is gone back to hospital when following up a case by regular visits to, the program control instrument that cardiovascular specialist physician workflow is provided by CRT producer as follows, read the patient data from CRT gift of money for a friend going on a journey device of the CRT programmable data in the patient and export as the follow-up Report of PDF, manually consult the parameters index in report, make medical judgment.The report this derived achieves, in order to patient contrasts when following up a case by regular visits to next time.
CRT producer only allows programmable data is exported as pdf document the most both at home and abroad, does not allow to export as the file formats such as excel, csv, xml.Owing to pdf document is typical unstructured data form, when domestic clinical research worker carries out the big data research of cardiovascular field, by the way of manually making a copy of, parameters index can only be extracted from above-mentioned pdf document.Owing to patient populations's parameter many, program control is complicated, manually make a copy of labor intensity big.
Summary of the invention
The technical problem to be solved in the present invention is to provide a kind of structural data extraction method for antitachycardia pacemaker that can save human resources.
For solving the problems referred to above, the present invention adopts the following technical scheme that
A kind of structural data extraction method for antitachycardia pacemaker, comprises the following steps:
1) from antitachycardia pacemaker, derive the report file of PDF；
2) CRT parameter extraction rule base is set according to report file；
3) file content is read；
4) scan report file, and extract content of text；
5) calling CRT parameter extraction rule base, programming extraction meets the data of decimation rule；
6) data base is write data into.
As preferably, every rule of described CRT parameter extraction rule base all correspond to an index in report file or parameter.
As preferably, the specific implementation of described step 3) is:
3.1) JAVA program is used to open report file；
3.2) report file is read in programming.
As preferably, the specific implementation of described step 4) is:
4.1) content of report file is progressively scanned；
4.2) by often capable contents extraction out.
As preferably, the specific implementation of described step 5) is:
5.1) JAVA routine call CRT parameter extraction rule base is used；
5.2) decimation rule of often row content is found at CRT parameter extraction rule base；
5.3) according to decimation rule by the data pick-up of full line coupling in report file out；
As preferably, the specific implementation of described step 6) is:
6.6) data extracted are collected by programming；
6.6) the data write into Databasce after collecting.
As preferably, described data base is SQL database, powerful, easy to learn, easy to use.
As preferably, described programming is JAVA programming, have simplicity, object-oriented, distributed, vigorousness, safety, platform independent with portability, multithreading, dynamic etc. feature, powerful and easy to use.
The invention have the benefit that the content of text using computer programming to read in the program control file of CRT of PDF, content of text is extracted and is saved in data base, and the data forms such as Excel and cvs can be exported to carry out statistical analysis, data pick-up efficiency and data pick-up accuracy rate are high, the manually pattern of making a copy of that thoroughly solves is difficult to a difficult problem for management and control quality, human resources can be saved, medical worker is facilitated to work, so that the work that CRT is recent is evaluated by cardiovascular specialist doctor, in order to patient contrasts when following up a case by regular visits to next time.
Accompanying drawing explanation
For the technical scheme being illustrated more clearly that in the embodiment of the present invention, in describing embodiment below, the required accompanying drawing used is briefly described, apparently, accompanying drawing in describing below is only some embodiments of the present invention, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the data pick-up flow chart of the step 5) in embodiment 2.
Detailed description of the invention
Embodiment 1
A kind of structural data extraction method for antitachycardia pacemaker, comprises the following steps:
1) from antitachycardia pacemaker, derive the report file of PDF；
2) CRT parameter extraction rule base is set according to report file；
3) file content is read；
4) scan report file, and extract content of text；
5) calling CRT parameter extraction rule base, programming extraction meets the data of decimation rule, as shown in Figure 1；
6) data base is write data into.
The content of text having the beneficial effect that in the program control file of CRT using computer programming reading PDF of the present embodiment, content of text is extracted and is saved in data base, and the data forms such as Excel and cvs can be exported to carry out statistical analysis, data pick-up efficiency and data pick-up accuracy rate are high, the manually pattern of making a copy of that thoroughly solves is difficult to a difficult problem for management and control quality, human resources can be saved, medical worker is facilitated to work, so that the work that CRT is recent is evaluated by cardiovascular specialist doctor, in order to patient contrasts when following up a case by regular visits to next time.
Embodiment 2
A kind of structural data extraction method for antitachycardia pacemaker, comprises the following steps:
1) from antitachycardia pacemaker, derive the report file of PDF；
2) CRT parameter extraction rule base is set according to report file；
3) using JAVA programming to open report file, report file is read in JAVA programming；
4) content of report file is progressively scanned, by often capable contents extraction out；
5) use JAVA programming to call CRT parameter extraction rule base, CRT parameter extraction rule base finds the decimation rule of often row content；According to decimation rule by the data pick-up of full line coupling in report file out, as shown in Figure 1；
6) JAVA programming is used the data extracted to be collected；Data write SQL database after collecting.
Every rule of described CRT parameter extraction rule base all correspond to an index in report file or parameter, after being provided with rule " body weight=$ { body weight } (kg) ", when input text be " Wang Qiang; body weight=89(kg) " time, JAVA program is then by rule extraction numeral " 89 ", and returns to result " body weight=89 ".
The content of text having the beneficial effect that in the program control file of CRT using JAVA programming reading PDF of the present embodiment, content of text is extracted and is saved in SQL database, and the data forms such as Excel and cvs can be exported to carry out statistical analysis, data pick-up efficiency and data pick-up accuracy rate are high, the manually pattern of making a copy of that thoroughly solves is difficult to a difficult problem for management and control quality, human resources can be saved, medical worker is facilitated to work, so that the work that CRT is recent is evaluated by cardiovascular specialist doctor, in order to patient contrasts when following up a case by regular visits to next time.
The above, the only detailed description of the invention of the present invention, but protection scope of the present invention is not limited thereto, any change expected without creative work or replacement, all should contain within protection scope of the present invention.
Claims (8)
1. the structural data extraction method for antitachycardia pacemaker, it is characterised in that: comprise the following steps:.
2.1) from antitachycardia pacemaker, derive the report file of PDF；
2) CRT parameter extraction rule base is set according to report file；
3) file content is read；
4) scan report file, and extract content of text；
5) calling CRT parameter extraction rule base, programming extraction meets the data of decimation rule；
6) data base is write data into.
Structural data extraction method for antitachycardia pacemaker the most according to claim 1, it is characterised in that: every rule of described CRT parameter extraction rule base all correspond to an index in report file or parameter.
Structural data extraction method for antitachycardia pacemaker the most according to claim 2, it is characterised in that: the specific implementation of described step 3) is:
3.1) report file is opened in programming；
3.2) report file is read.
Structural data extraction method for antitachycardia pacemaker the most according to claim 3, it is characterised in that: the specific implementation of described step 4) is:
4.1) content of report file is progressively scanned；
4.2) by often capable contents extraction out.
Structural data extraction method for antitachycardia pacemaker the most according to claim 4, it is characterised in that: the specific implementation of described step 5) is:
5.1) JAVA routine call CRT parameter extraction rule base is used；
5.2) decimation rule of often row content is found at CRT parameter extraction rule base；
5.3) according to decimation rule by the data pick-up of full line coupling in report file out；
Structural data extraction method for antitachycardia pacemaker according to claim 5, it is characterised in that: the specific implementation of described step 6) is:
6.6) data extracted are collected by programming；
6.6) the data write into Databasce after collecting.
Structural data extraction method for antitachycardia pacemaker the most according to claim 6, it is characterised in that: described data base is SQL database.
Structural data extraction method for antitachycardia pacemaker the most according to claim 7, it is characterised in that: described programming is JAVA programming.
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| CN201610494115.XA CN105912883A (en) | 2016-06-30 | 2016-06-30 | Structural data extraction method for ICD pacemaker |
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| CN201610494115.XA CN105912883A (en) | 2016-06-30 | 2016-06-30 | Structural data extraction method for ICD pacemaker |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111913910A (en) * | 2020-06-23 | 2020-11-10 | 复旦大学附属中山医院厦门医院 | Follow-up file data extraction method and system |
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| US7996761B2 (en) * | 2004-02-02 | 2011-08-09 | Mantaro Yajima | Table format data processing method and table format data processing |
| CN102819552A (en) * | 2012-06-26 | 2012-12-12 | 深圳市百能信息技术有限公司 | Method and system for automatically examining and verifying Printed Circuit Board (PCB) project files |
| CN103559415A (en) * | 2013-11-18 | 2014-02-05 | 深圳市开立科技有限公司 | Patient report generating method and device as well as ultrasonic equipment |
| CN103823838A (en) * | 2013-12-18 | 2014-05-28 | 江苏省电力公司常州供电公司 | Method for inputting and comparing multi-format documents |
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- 2016-06-30 CN CN201610494115.XA patent/CN105912883A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| US7996761B2 (en) * | 2004-02-02 | 2011-08-09 | Mantaro Yajima | Table format data processing method and table format data processing |
| CN101794278A (en) * | 2009-09-21 | 2010-08-04 | 广东省标准化研究院 | Method and software for digitalizing full text of standard document |
| CN102819552A (en) * | 2012-06-26 | 2012-12-12 | 深圳市百能信息技术有限公司 | Method and system for automatically examining and verifying Printed Circuit Board (PCB) project files |
| CN103559415A (en) * | 2013-11-18 | 2014-02-05 | 深圳市开立科技有限公司 | Patient report generating method and device as well as ultrasonic equipment |
| CN103823838A (en) * | 2013-12-18 | 2014-05-28 | 江苏省电力公司常州供电公司 | Method for inputting and comparing multi-format documents |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111913910A (en) * | 2020-06-23 | 2020-11-10 | 复旦大学附属中山医院厦门医院 | Follow-up file data extraction method and system |
| CN111913910B (en) * | 2020-06-23 | 2022-10-11 | 复旦大学附属中山医院厦门医院 | Follow-up file data extraction method and system |
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Application publication date: 20160831 |