Literature DB >> 10162538

A neural network approach to analyzing health care information.

M Lloyd-Williams1, T S Williams.   

Abstract

The article describes an investigation into the use of artificial neural networks for the analysis of health information. The Kohonen self-organizing map technique was used to group 39 European countries according to data extracted from the World Health Organization's Health for All database. The groups were seen to exhibit significantly different characteristics with respect to life expectancy, probability of dying before 5 years of age, infant mortality rate, standardized death rate (SDR) for diseases of the circulatory system, and SDR for external causes of injury and poisoning. Results obtained using the technique were subsequently confirmed by the use of traditional statistical tests.

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Year:  1996        PMID: 10162538

Source DB:  PubMed          Journal:  Top Health Inf Manage        ISSN: 1065-0989


  1 in total

1.  Use of Self-Organizing Maps for Balanced Scorecard analysis to monitor the performance of dialysis clinic chains.

Authors:  Isabella Cattinelli; Elena Bolzoni; Carlo Barbieri; Flavio Mari; José David Martin-Guerrero; Emilio Soria-Olivas; José Maria Martinez-Martinez; Juan Gomez-Sanchis; Claudia Amato; Andrea Stopper; Emanuele Gatti
Journal:  Health Care Manag Sci       Date:  2011-11-15
  1 in total

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