Data mining-driven chronic heart disease for clinical decision support system architecture in Korea
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Son, E.-J. | - |
dc.contributor.author | Kim, J.-K. | - |
dc.contributor.author | Lee, Y.-H. | - |
dc.contributor.author | Jung, E.-Y. | - |
dc.date.available | 2020-02-29T00:47:27Z | - |
dc.date.created | 2020-02-12 | - |
dc.date.issued | 2013 | - |
dc.identifier.issn | 1876-1100 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/14897 | - |
dc.description.abstract | We present Clinical Decision Support System (CDSS) architecture to implement extensible and interoperable clinical decision support service in perspective of heart study using data mining. In our architecture, intelligence agent engine is critical component for implementing intelligent service using data mining. In this paper, we suggested Fuzzy logic driven Heart risk factor Prediction Model (FHPM) architecture in CDSS. In this CDSS architecture, components for intelligent service with missing value processing logic, Fuzzy linguistic and rule induction method are consisted. FHPM can create chronic heart disease guideline using Korean Data set. FHPM can provide clinical decision support services for the heart disease prediction for Korean. © 2013 Springer Science+Business Media. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.relation.isPartOf | Lecture Notes in Electrical Engineering | - |
dc.subject | CDSS | - |
dc.subject | Clinical decision support | - |
dc.subject | Clinical decision support systems | - |
dc.subject | Critical component | - |
dc.subject | Data set | - |
dc.subject | FHPM | - |
dc.subject | Fuzzy linguistics | - |
dc.subject | Heart disease | - |
dc.subject | Intelligence agents | - |
dc.subject | Intelligent Services | - |
dc.subject | Missing values | - |
dc.subject | Prediction model | - |
dc.subject | Risk factors | - |
dc.subject | Rule Induction Methods | - |
dc.subject | Architecture | - |
dc.subject | Artificial intelligence | - |
dc.subject | Cardiology | - |
dc.subject | Data mining | - |
dc.subject | Diseases | - |
dc.subject | Fuzzy logic | - |
dc.subject | Interoperability | - |
dc.subject | Decision support systems | - |
dc.title | Data mining-driven chronic heart disease for clinical decision support system architecture in Korea | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.description.journalClass | 1 | - |
dc.identifier.doi | 10.1007/978-94-007-5860-5_124 | - |
dc.identifier.bibliographicCitation | Lecture Notes in Electrical Engineering, v.215 LNEE, pp.1021 - 1025 | - |
dc.identifier.scopusid | 2-s2.0-84874188299 | - |
dc.citation.endPage | 1025 | - |
dc.citation.startPage | 1021 | - |
dc.citation.title | Lecture Notes in Electrical Engineering | - |
dc.citation.volume | 215 LNEE | - |
dc.contributor.affiliatedAuthor | Son, E.-J. | - |
dc.contributor.affiliatedAuthor | Lee, Y.-H. | - |
dc.contributor.affiliatedAuthor | Jung, E.-Y. | - |
dc.type.docType | Conference Paper | - |
dc.subject.keywordAuthor | CDSS | - |
dc.subject.keywordAuthor | Data mining | - |
dc.subject.keywordAuthor | FHPM | - |
dc.subject.keywordAuthor | Fuzzy logic | - |
dc.subject.keywordAuthor | Heart disease | - |
dc.subject.keywordPlus | CDSS | - |
dc.subject.keywordPlus | Clinical decision support | - |
dc.subject.keywordPlus | Clinical decision support systems | - |
dc.subject.keywordPlus | Critical component | - |
dc.subject.keywordPlus | Data set | - |
dc.subject.keywordPlus | FHPM | - |
dc.subject.keywordPlus | Fuzzy linguistics | - |
dc.subject.keywordPlus | Heart disease | - |
dc.subject.keywordPlus | Intelligence agents | - |
dc.subject.keywordPlus | Intelligent Services | - |
dc.subject.keywordPlus | Missing values | - |
dc.subject.keywordPlus | Prediction model | - |
dc.subject.keywordPlus | Risk factors | - |
dc.subject.keywordPlus | Rule Induction Methods | - |
dc.subject.keywordPlus | Architecture | - |
dc.subject.keywordPlus | Artificial intelligence | - |
dc.subject.keywordPlus | Cardiology | - |
dc.subject.keywordPlus | Data mining | - |
dc.subject.keywordPlus | Diseases | - |
dc.subject.keywordPlus | Fuzzy logic | - |
dc.subject.keywordPlus | Interoperability | - |
dc.subject.keywordPlus | Decision support systems | - |
dc.description.journalRegisteredClass | scopus | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
1342, Seongnam-daero, Sujeong-gu, Seongnam-si, Gyeonggi-do, Republic of Korea(13120)031-750-5114
COPYRIGHT 2020 Gachon University All Rights Reserved.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.