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Research Article

Classification of Patients on the Basis of Otoneurological Data by Using Kohonen Networks

Pages 50-52 | Published online: 08 Jul 2009

References

  • Mitchell TM. Machine learning. New York: McGraw-Hill, 1997.
  • Oja E, Kaski S, eds. Kohonen maps. Amsterdam: El-sevier, 1999.
  • Kentala E, Pyykko I, Auramo Y, Juhola M. Neural networks in neurotologic expert systems. Acta Otolaryn-gol (Stockh) Suppl 1997; 529: 127–9.
  • Juhola M, Laurikkala J, Viikki K, Auramo Y, Kentala E, Pyykkö I. Neural network recognition of otoneurolog-ical vertigo diseases with comparison of some other classification methods. In: Horn W, Sharar Y, Lindberg G, Andreassen S, Wyatt J, eds. Artificial intelligence in medicine, Lecture Notes in Artificial Intelligence 1620. Berlin: Springer, 1999: 217–26.
  • Kentala E, Viikki K, Pyykko I, Juhola M. Production of diagnostic rules from a neurotologic database with deci-sion trees. Ann Otol Rhinol Laryngol 2000; 109: 170–6.
  • Kentala E, Laurikkala J, Pyykkö I, Juhola M. Discover-ing diagnostic rules from a neurotologic database with genetic algorithms. Ann Otol Rhinol Laryngol 1999; 108: 948–54.
  • Juhola M, Laurikkala J, Viikki K, Kentala E, Pyykko I. Neural network classification of otoneurological vertigo diseases. Paper presented at Medical Informatics Europe 2000, Hannover, Germany, 27 August-1 September, 2000.

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