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MultiNeuron - Neural Networks Simulator for Medical, Physiological, and Psychological Applications

Gorban, Alexander N. and Rossiyev, Dmitrii A. and Dorrer, Mikhail G. (1995) MultiNeuron - Neural Networks Simulator for Medical, Physiological, and Psychological Applications. [Conference Paper] (Unpublished)

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Abstract

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 bio-chemical 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 chor-oid melanomas; Neural networks help also to predict human relations within a group.

Item Type:Conference Paper
Keywords:Neural software; Parameter significance; Psychological intuition; Medical diagnosis
Subjects:Computer Science > Neural Nets
Computer Science > Artificial Intelligence
Psychology > Social Psychology
ID Code:3940
Deposited By: Gorban, Prof Alexander N.
Deposited On:20 Nov 2004
Last Modified:11 Mar 2011 08:55

References in Article

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1. A.N.Gorban. Training Neural Networks.- Moscow, USSR-USA JV ParaGraph 1990.- 160 pp. (Russian) (English Translation in: AMSE Transaction, Scientific Siberian, A, 1993, Vol. 6. Neurocomputing, pp.1-134).

2. C.Waxman. Neurocomputers in the Human Sciences: Program: Predictions of US Presi-dential Elections.- Modelling, Measurement & Control, D, Vol.5, No.1, 1992, pp.41-53.

3. P.Gordienko. Construction of efficient neural networks: Algorithms and tests.- Proceedings of the International joint Conference on Neural Networks IJCNN'93, Nagoya, Japan, 1993, pp.313-316.

4. A.N.Gorban, D.A.Rossiyev et al. Medical and Physiological Applications of MultiNeuron Neural Simulator. Proceedings of the WCNN'95 (World Congress on Neural Networks'95, Washington DC, July 1995), PP. 170-175.

5. M.G.Dorrer, A.N.Gorban, A.G.Kopytov, V.I.Zenkin, Psychological Intuition of Neural Networks. Proceedings of the WCNN'95 (World Congress on Neural Networks'95, Washington DC, July 1995), PP. 193-196.

6. A.N.Gorban, Cory Waxman, Neural Networks For Political Forecast. Proceedings of the WCNN'95 (World Congress on Neural Networks'95, Washington DC, July 1995), PP. 176-178.

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