Application of data mining in medical domain: case of cardiology sickness level

Saraee, MH; Waheed, A; Javed, S; Nigam, J

Abstract

Accuracy plays a vital role in the medical field of Cardiology as it concerns with the life of an individual. It is very important and crucial while taking decisions, which includes both the past experience and the present situations. Data mining in the medical domain works on the past experiences (data collected) and analyse them to identify the general trends and probable solutions to the present situations. This paper is concerned with the application of data mining techniques in the domain of the medical field of heart diseases/attack. We carried out extensive experiments applying different data mining techniques including Relevance analysis, Association Rules Mining and Clustering. We report the findings which are very promising.

• Presentation Conference Type: Other
• Conference Name: Mathematics and Engineering Techniques in Medicine and Biological Scienes
• Start Date: Jun 20, 2005
• End Date: Jun 23, 2005
• Publication Date: Jan 1, 2005
• Deposit Date: Oct 26, 2011
• Publicly Available Date: Apr 5, 2016
• Related Public URLs: http://dblp.uni-trier.de
• Additional Information: Event Type : Conference