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

Saraee, M, Waheed, A, Javed, S and Nigam, J 2005, Application of data mining in medical domain: case of cardiology sickness level , in: Mathematics and Engineering Techniques in Medicine and Biological Scienes, 20-23 June 2005, Las Vegas, USA.

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      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.

      Item Type: Conference or Workshop Item (Paper)
      Themes: Health and Wellbeing
      Schools: Colleges and Schools > College of Science & Technology > School of Computing, Science and Engineering > Data Mining and Pattern Recognition Research Centre
      Journal or Publication Title: Proceedings of The 2005 International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, METMBS 2005
      Publisher: CSREA Press
      Refereed: Yes
      Related URLs:
      Depositing User: Dr Mo Saraee
      Date Deposited: 26 Oct 2011 12:37
      Last Modified: 20 Aug 2013 18:16
      URI: http://usir.salford.ac.uk/id/eprint/18669

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