지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2007.1
- 수록면
- 271 - 278 (8page)
이용수
초록· 키워드
오류제보하기
Objective: The purpose of this study was to develop the decision tree models to classify the characteristics of those who had not undergone the health screening tests provided by the National Health Insurance Corporation. Methods: Total of 5,102,761 subjects of health screening services in the year of 2002 was used. The data was divided into two data-sets (disease VS. non-disease group). The target variable was whether they took the health screening services. The number of input variableswas 25 in total. Results: The decision trees were classified into fourteen different types of non-examinees in the non-disease group and nineteen in the disease group. The ROC curve areas in the non-disease and disease groups were .761 and .714, respectively. Conclusion: The different types of non-examinees classified by the decision tree models would facilitate the foundation for the further analysis of individual characteristics and the effective health screening service management in future. (Journal of Korean Society of Medical Informatics 13-3, 271-278, 2007)
목차
등록된 정보가 없습니다.
참고문헌 (8)
참고문헌 신청
Choi SH / 2003 / The development of CRM system for health promotion program
Hanley JA / radiology1982;143 / The meaning and use of the area under a receiver operating characteristic
Hanley JA / radiology1983;148 / A method of comparing the areas under receiver operating characteristic curves derived from the same cases
Kang SH / 2001 / The efficient ways of health promotion program on public health center using data mining 7 (2) : 37 ~ 48
Kim KW / 2002 / A study on the introduction and practical strategy of the CRM 7 (4) : 211 ~ 219
Hanley JA / radiology1982;143 / The meaning and use of the area under a receiver operating characteristic
Hanley JA / radiology1983;148 / A method of comparing the areas under receiver operating characteristic curves derived from the same cases
Kang SH / 2001 / The efficient ways of health promotion program on public health center using data mining 7 (2) : 37 ~ 48
Kim KW / 2002 / A study on the introduction and practical strategy of the CRM 7 (4) : 211 ~ 219
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Interpretation of Clinical Data Based on C4.5 Algorithm for the Diagnosis of Coronary Heart Disease
Healthcare Informatics Research
2016 .01
-
국내 주요 기관의 건강진단 검사 종목
한국건강관리협회지
2004 .01
-
사상체질 임상자료 기반 의사결정나무 생성 알고리즘 비교
한국한의학연구원 논문집
2011 .08
-
Results of Colorectal Cancer Screening of the National Cancer Screening Program in Korea, 2008
Cancer Research and Treatment
2010 .01
-
Healthcare Decision Support System for Administration of Chronic Diseases
Healthcare Informatics Research
2014 .01
-
건강검진 사후관리 서비스의 건강증진 효과 : 건강주의자를 대상으로
보건교육건강증진학회지
2007 .03
-
장애인 암검진 수검에 영향을 미치는 요인
대한통합의학회지
2019 .01
-
New Mass-screening Methods for Wilson Disease and Fabry Disease
대한유전성대사질환학회지
2002 .01
-
Why Screening Rates Vary between Korea and Japan-Differences between Two National Healthcare Systems
Asian Pacific journal of cancer prevention : APJCP
2015 .01
-
건강 진단의 품질과 검사의 신뢰성
한국건강관리협회지
2003 .01
-
의사결정나무법을 이용한 체질진단에 관한 연구
사상체질의학회지
2001 .01
-
한국의 건강검진 현황
한국건강관리협회지
2004 .01
-
소비자건강정보학의 연구주제 및 경향
Healthcare Informatics Research
2007 .01
-
민간종합검진 유소견자들의 치료기관 선택에 미치는 영향
보건의료산업학회지
2011 .01
-
한국의 건강검진 현황
한국건강관리협회지
2004 .01
-
의료진이 실제로 필요로 하는 의학계산식은 어떤 것인가? : 의학용 계산기 MedCalc 3000？의 1년간 사용 기록 분석
Healthcare Informatics Research
2007 .01
-
Comparing Endoscopy and Upper Gastrointestinal X-ray for Gastric Cancer Screening in South Korea: A Cost-utility Analysis
Asian Pacific journal of cancer prevention : APJCP
2012 .01
이 논문의 저자 정보
최근 본 자료
댓글(0)
0