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
- 저널정보
- 원광대학교 기초자연과학연구소 ANNALS OF FUZZY MATHEMATICS AND INFORMATICS ANNALS OF FUZZY MATHEMATICS AND INFORMATICS 제17권 제2호
- 발행연도
- 2019.1
- 수록면
- 101 - 113 (13page)
이용수
초록· 키워드
오류제보하기
In this paper, we have detected on diabetes disease, which is a very common and important disease using Principal Component Analysis (PCA) and adaptive neuro-fuzzy inference system (ANFIS). The aim of this study is to improve the diagnostic accuracy of diabetes disease combining PCA and ANFIS. Firstly, we will introduce soft computing(SC) methods and briefly refer to the applications of these methods in medicine. After, an intelligent diagnostic system for diabetes will then be developed on the PCA and the ANFIS. The structure of ANFIS with PCA intelligent system for diagnosis of diabetes is composed by two processes: In the first process, it is used PCA to find that the distinct classes of T2DM subjects and controls. Second, features of two classes(healthy and T2DM patients) obtained in first process are given to inputs of ANFIS classifier.
목차
등록된 정보가 없습니다.
참고문헌 (41)
참고문헌 신청
M. F. Abbod / 2001 / Survey of utilisation of fuzzy technology in Medicine and Healthcare / Fuzzy Sets and Systems 120:331~349
K. P. Adlassnig / 1980 / A fuzzy logical model of computer-assisted medical diagnosis / Methods Inf. Med 19(3):141~148
H. Axer / 2003 / The application of fuzzy-based methods to central nerve fiber imaging / Artif. Intell. Med 29(3):225~239
S. Barro / 2002 / Fuzzy Logic in Medicine / Physica
I. A. Basheer / 2000 / Artificial neural networks: fundamentals, computing, design, and Application / J. Microbiol. Methods 43:3~31
K. P. Adlassnig / 1980 / A fuzzy logical model of computer-assisted medical diagnosis / Methods Inf. Med 19(3):141~148
H. Axer / 2003 / The application of fuzzy-based methods to central nerve fiber imaging / Artif. Intell. Med 29(3):225~239
S. Barro / 2002 / Fuzzy Logic in Medicine / Physica
I. A. Basheer / 2000 / Artificial neural networks: fundamentals, computing, design, and Application / J. Microbiol. Methods 43:3~31
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Indirect estimation of deformation modulus of an in situ rock mass: an ANFIS model based on grid partitioning, fuzzy c-means clustering and subtractive clustering
Geosciences Journal
2016 .01
-
주파수공간에서의 주성분분석: 리뷰와 기상자료에의 적용
응용통계연구
2017 .06
-
Towards fine-scale population stratification modeling based on kernel principal component analysis and random forest
Genes & Genomics
2021 .10
-
강건 주성분분석에 대한 요약
응용통계연구
2022 .04
-
IDO promotes the proliferation and invasion of prostate cancer cells through KYNU
Genes & Genomics
2023 .03
-
CNN 기반 초분광 영상 분류를 위한 PCA 차원축소의 영향 분석
대한원격탐사학회지
2019 .01
-
Trends in adherence to dietary recommendations among Korean type 2 diabetes mellitus patients
Nutrition Research and Practice
2015 .12
-
Trends in adherence to dietary recommendations among Korean type 2 diabetes mellitus patients
Nutrition Research and Practice
2015 .12
-
Utilization of nutrition labels and related factors among patients with diabetes in Korea
Nutrition Research and Practice
2023 .04
-
Utilization of nutrition labels and related factors among patients with diabetes in Korea
Nutrition Research and Practice
2023 .04
-
주성분 회귀모형의 베이지안 분석
한국데이터정보과학회지
2019 .03
-
Plumage Color Aberrations of Birds in Korea
한국조류학회지
2016 .06
-
Egg consumption is associated with a lower risk of type 2 diabetes in middle-aged and older men
Nutrition Research and Practice
2018 .10
-
Egg consumption is associated with a lower risk of type 2 diabetes in middle-aged and older men
Nutrition Research and Practice
2018 .10
-
Microbiome Differences in Characteristics of Microbiota and Disease Groups between Liver Disease and Diabetes
한국미생물학회 학술대회논문집
2022 .10
-
40세 이상 성인 한국인에서 한국형 식사염증지표 수준에 따른 당뇨병 발생률 및 당화혈색소 수준 변화 연구
Journal of Nutrition and Health
2022 .04
-
안면도 대기 중 PM2.5 내 n-alkanes의 월별 농도 분포 특성
한국대기환경학회지(국문)
2018 .02
-
변동계수행렬을 이용한 주성분분석
응용통계연구
2015 .06
-
PCA based post-processing for accurate tooth segmentation in dental panoramic imaging
한국자기학회 학술연구발표회 논문개요집
2024 .11
-
Automatic Change Detection Using Unsupervised Saliency Guided Method with UAV and Aerial Images
대한원격탐사학회지
2020 .01
이 논문의 저자 정보
최근 본 자료
댓글(0)
0