Discovery Of Association Rules In Medical Data

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Discovery of association rules in medical data - PubMed

https://pubmed.ncbi.nlm.nih.gov/11583406/

A common approach for information discovery is to identify association rules which reveal relationships among different items. In this paper, we use this approach to analyse a large database containing medical-record data. Our aim is to obtain association rules …

Applying data-mining techniques for discovering …

https://link.springer.com/article/10.1007/s00500-019-04163-4

Association rules discovery and classification are analogous tasks in data mining ... Plenty of medical records, big data, are stored in the medical database of …

Discovery of Association Rules in Medical …

https://www.researchgate.net/publication/11766897_Discovery_of_Association_Rules_in_Medical_Data

Discovery of Association Rules in Medical Data. ... (MBA), or the mining of transactional data to uncover association …

Constraining and summarizing association rules in …

https://link.springer.com/article/10.1007/s10115-005-0226-5

Association rules are a data mining technique used to discover frequent patterns in a data set. In this work, association rules are used in the medical domain, …

Discovery of Association Rules in Medical Data

https://www.researchgate.net/profile/S-Ravi/publication/11766897_Discovery_of_Association_Rules_in_Medical_Data/links/549eea740cf257a635fe7050/Discovery-of-Association-Rules-in-Medical-Data.pdf

discovery is to identify association rules which reveal relationships among different items. In this paper, we use this approach to analyze a large database containing medical …

Mining association rules from clinical databases: an …

https://pubmed.ncbi.nlm.nih.gov/11604957/

The problem of identifying new, unexpected and interesting patterns in medical databases in general, and diabetic data repositories in specific, is considered in this paper. We have …

Constraining and Summarizing Association Rules in Medical …

https://www2.cs.uh.edu/~ordonez/pdfwww/w-2006-KAIS-carmedj.pdf

We introduce an application of association rules in the medical domain. This work comes from a long-term project to apply data mining, image processing and articial intelligence …

Association Analysis: Basic Concepts and Algorithms

https://www-users.cse.umn.edu/~kumar001/dmbook/ch6.pdf

Besides market basket data, association analysis is also applicable to other application domains such as bioinformatics, medical diagnosis, Web mining, and scientiﬁc data …

Association Rules and Data Mining in Hospital Infection …

https://academic.oup.com/jamia/article/5/4/373/730126

Abstract. Objectives: The authors consider the problem of identifying new, unexpected, and interesting patterns in hospital infection control and public health …

CiteSeerX — Discovery of association rules in medical data

https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.199.8710

CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): Data mining is a technique for discovering useful information from large databases. This technique is …

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