Random Forest와 EM을 이용한 지역별 경피관상동맥중재술 빈도수대비 사망률 분석과 그에 따른 취약지역 분석

• 영문명: The frequency ratio of mortality analysis of regional percutaneous coronary intervention using the Random Forest and EM and Vulnerable regional analysis associated with it
• 발행기관: 한국IT마케팅학회
• 저자명: 신익창(Ik Chang Shin) 정용규(Yong Gyu Jung)
• 간행물 정보: 『한국IT마케팅학회 논문집』한국IT마케팅학회 논문집 1권 1호, 55~56쪽, 전체 2쪽
• 주제분류: 경제경영 > 경영학
• 파일형태: PDF
• 발행일자: 2014.11.27

영문 초록

With the development of technology, the data that have been existing there is simply not the data on the number, and predicts the other information, now possible to infer new information accordingly. In this paper, the mortality rate of frequency ratio divided by region the frequency and mortality of percutaneous coronary intervention for heart disease patients have the data of the acquired percutaneous coronary intervention from the United States of public data website is you will find a high region and low areas. In order to analyze the given data, using the ANOVA test to extract the factors variable meaningful First, the extracted factors were compared by analyzing a Random Forest and EM algorithm. Thus, to understand the success rate is high areas and low areas of treatment, an effective area for the technical methods of treatment in the future research, improve the quality of the medical examination, it is possible to keep track of the turn medical.

목차

Abstract

Ⅰ. 서론

Ⅱ. 관련연구

Ⅲ. 실험

Ⅳ. 실험결과

Ⅴ. 결론

참고문헌

키워드

Random Forest EM ANOVA test,p percutaneous coronary intervention