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Proceedings Paper

Development of the neural network algorithm projecting system (Neural Architecture) and its application in combining medical expert systems
Author(s): Sergey Timofeew; Vladimir Eliseev; Oleg Tcherkassov; Valentin Birukow; Leonid Orbachevskyi; Uriy Shamsutdinov
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Paper Abstract

Some problems of creation of medical expert systems and the ways of their overcoming using artificial neural networks are discussed. The instrumental system for projecting neural network algorithms `Neural Architector', developed by the authors, is described. It allows to perform effective modeling of artificial neural networks and to analyze their work. The example of the application of the `Neural Architector' system in composing an expert system for diagnostics of pulmonological diseases is shown.

Paper Details

Date Published: 1 April 1998
PDF: 8 pages
Proc. SPIE 3402, Optical Information Science and Technology (OIST97): Optical Memory and Neural Networks, (1 April 1998); doi: 10.1117/12.304953
Show Author Affiliations
Sergey Timofeew, Academy of Medical Technical Sciences/Joint Stock Co. MACDEL (Russia)
Vladimir Eliseev, Academy of Medical Technical Sciences/Joint Stock Co. MACDEL (Russia)
Oleg Tcherkassov, Academy of Medical Technical Sciences/Joint Stock Co. MACDEL (Russia)
Valentin Birukow, Academy of Medical Technical Sciences/Joint Stock Co. MACDEL (Russia)
Leonid Orbachevskyi, Academy of Medical Technical Sciences/Joint Stock Co. MACDEL (Russia)
Uriy Shamsutdinov, Academy of Medical Technical Sciences/Joint Stock Co. MACDEL (Russia)


Published in SPIE Proceedings Vol. 3402:
Optical Information Science and Technology (OIST97): Optical Memory and Neural Networks
Andrei L. Mikaelian, Editor(s)

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