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Development of standardized stepwise evaluation and integrated management model for Clinical Big data Quality improvement
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | 변, 정현 | - |
| dc.date.accessioned | 2021-01-06T02:34:30Z | - |
| dc.date.available | 2021-01-06T02:34:30Z | - |
| dc.date.issued | 2020 | - |
| dc.identifier.uri | http://repository.ajou.ac.kr/handle/201003/19212 | - |
| dc.description.abstract | 비공개 | - |
| dc.description.tableofcontents | I. Introduction 1
A. Background 1 B. Purpose of study 8 II. Methods 9 A. Selection of Data Quality Assessment concepts in literature 12 B. Integration of Data Quality checks 16 C. Process design of Data Quality Assessment 19 D. Design of Data Quality Assessment model 33 E. Data Quality Score Definition for Data Quality Assessment 38 F. Selecting a weight for comprehensive data quality index 42 G. Test data for Data Quality Assessment 43 H. Performance evaluation of Data Quality Assessment model 45 I. Development of a system to utilize Data Quality Assessment model 47 III. Result 48 A. Integration result of Data Quality checks 48 B. Test data result of Data Quality Assessment 53 C. Comparison with Data Quality Assessment Tool 72 D. Verification of Data Quality Assessment 84 E. Development system of DQUEEN 93 IV. Discussion 95 A. Consideration of the study 95 B. Limitation of this study 102 V. Conclusion 104 References 105 | - |
| dc.language.iso | en | - |
| dc.title | Development of standardized stepwise evaluation and integrated management model for Clinical Big data Quality improvement | - |
| dc.title.alternative | 임상 빅 데이터 품질 향상을 위한 표준화된 단계별 데이터 품질 평가 및 통합관리 모델 개발 | - |
| dc.type | Thesis | - |
| dc.identifier.url | http://dcoll.ajou.ac.kr:9080/dcollection/jsp/common/DcLoOrgPer.jsp?sItemId=000000030235 | - |
| dc.subject.keyword | Data Quality | - |
| dc.subject.keyword | Data Quality Assessment | - |
| dc.subject.keyword | EHR Data Quality | - |
| dc.subject.keyword | Data Quality management | - |
| dc.subject.keyword | Data Quality Assessment model | - |
| dc.subject.keyword | OMOP-CDM | - |
| dc.subject.keyword | Measure the Data Quality | - |
| dc.subject.keyword | Common Data Model | - |
| dc.subject.keyword | Distributed Research Network | - |
| dc.description.degree | Doctor | - |
| dc.contributor.department | 대학원 의학과 | - |
| dc.contributor.affiliatedAuthor | 변, 정현 | - |
| dc.date.awarded | 2020 | - |
| dc.type.local | Theses | - |
| dc.citation.date | 2020 | - |
| dc.embargo.liftdate | 9999-12-31 | - |
| dc.embargo.terms | 9999-12-31 | - |
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