Medical, psychological and physiological applications of MultiNeuron neural simulator

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: Proceedings of the 1995 RNNS/IEEE 2nd International Symposium on Neuroinformatics and Neurocomputers; Rostov-on-Don, Russia; Rostov-on-Don, Russia

Год издания: 1995

Аннотация: This work describes neural software applied in medicine and physiology to: investigate and diagnose immune deficiencies; diagnose and study allergic and pseudoallergic reactions; forecast emergence or aggravation of stagnant cardiac insufficiency in patients with cardiac rhythm disorders; forecast development of cardiac arrhythmia after myocardial infarction; reveal relationships between the accumulated radiation dose and a set of immunological, hormonal, and biochemical parameters of human blood and find a method to be able to judge by these parameters the dose value; propose a technique for early diagnosis of choroid melanomas; determine human sex by metabolic and hormonal signs. Neural networks help predict human relations within a group. The predictions are derived from testing data. The initial data for the neural networks are directly the answers to test questions. Explicit diagnosing is not used. Average prediction error for the relations for less than 10% (one point in ten-point scale).

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Издание

Журнал: International RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers

Номера страниц: 7-14

Авторы

  • Gorban A.N. (Russian Acad of Sciences)
  • Rossiev D.A. (Russian Acad of Sciences)
  • Butakova E.V. (Russian Acad of Sciences)
  • Gilev S.E. (Russian Acad of Sciences)
  • Golovenkin S.E. (Russian Acad of Sciences)
  • Dogadin S.A. (Russian Acad of Sciences)
  • Dorrer M.G. (Russian Acad of Sciences)
  • Kochenov D.A. (Russian Acad of Sciences)
  • Kopytov A.G. (Russian Acad of Sciences)
  • Maslennikova E.V. (Russian Acad of Sciences)
  • Matyushin G.V. (Russian Acad of Sciences)
  • Mirkes Y.M. (Russian Acad of Sciences)
  • Nazarov B.V. (Russian Acad of Sciences)
  • Nozdrachev K.G. (Russian Acad of Sciences)
  • Savchenko A.A. (Russian Acad of Sciences)

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