@article{ART001463179,
author={박희준 and 신아미 and 이인희 and 이경호 and 박형섭 and 윤경일 and 이중정 and 김윤년},
title={Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining},
journal={Healthcare Informatics Research},
issn={2093-3681},
year={2010},
volume={16},
number={2},
pages={77-81}
}

TY - JOUR
AU - 박희준
AU - 신아미
AU - 이인희
AU - 이경호
AU - 박형섭
AU - 윤경일
AU - 이중정
AU - 김윤년
TI - Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining
T2 - Healthcare Informatics Research
JO - Healthcare Informatics Research
PY - 2010
VL - 16
IS - 2
PB - 대한의료정보학회
SP - 77
EP - 81
SN - 2093-3681
AB - Objectives: The purpose of this study was to analyze the records of patients diagnosed with essential hypertension using association rule mining (ARM). Methods: Patients with essential hypertension (ICD code, I10) were extracted from a hospital's data warehouse and a data mart constructed for analysis. Apriori modeling of the ARM method and web node in the Clementine 12.0 program were used to analyze patient data. Results: Patients diagnosed with essential hypertension totaled 5,022 and the diagnostic data extracted from those patients numbered 53,994. As a result of the web node, essential hypertension, non-insulin dependent diabetes mellitus (NIDDM), and cerebral infarction were shown to be associated. Based on the results of ARM, NIDDM (support, 35.15%; confidence, 100%) and cerebral infarction (support, 21.21%; confidence, 100%) were determined to be important diseases associated with essential hypertension. Conclusions: Essential hypertension was strongly associated with NIDDM and cerebral infarction. This study demonstrated the practicality of ARM in co-morbidity studies using a large clinic database.
KW - Hypertension, Diagnosis, Data Mining
DO -
UR -
ER -

박희준, 신아미, 이인희, 이경호, 박형섭, 윤경일, 이중정 and 김윤년. 2010, "Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining", Healthcare Informatics Research, vol.16, no.2 pp.77-81.

박희준, 신아미, 이인희, 이경호, 박형섭, 윤경일, 이중정, 김윤년 "Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining" Healthcare Informatics Research 16.2 pp.77-81 (2010) : 77.

박희준, 신아미, 이인희, 이경호, 박형섭, 윤경일, 이중정, 김윤년. Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining. 2010; 16(2), 77-81.

박희준, 신아미, 이인희, 이경호, 박형섭, 윤경일, 이중정 and 김윤년. "Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining" Healthcare Informatics Research 16, no.2 (2010) : 77-81.

박희준; 신아미; 이인희; 이경호; 박형섭; 윤경일; 이중정; 김윤년. Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining. Healthcare Informatics Research, 16(2), 77-81.

박희준; 신아미; 이인희; 이경호; 박형섭; 윤경일; 이중정; 김윤년. Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining. Healthcare Informatics Research. 2010; 16(2) 77-81.

박희준, 신아미, 이인희, 이경호, 박형섭, 윤경일, 이중정, 김윤년. Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining. 2010; 16(2), 77-81.

박희준, 신아미, 이인희, 이경호, 박형섭, 윤경일, 이중정 and 김윤년. "Diagnostic Analysis of Patients with Essential Hypertension Using Association Rule Mining" Healthcare Informatics Research 16, no.2 (2010) : 77-81.