Development of the neural network algorithm projecting system (Neural Architecture) and its application in combining medical expert systems

Sergey Timofeew; Vladimir Eliseev; Oleg Tcherkassov; Valentin Birukow; Leonid Orbachevskyi; Uriy Shamsutdinov

doi:10.1117/12.304953

1 April 1998 Development of the neural network algorithm projecting system Neural Architecture and its application in combining medical expert systems

Sergey Timofeew, Vladimir Eliseev, Oleg Tcherkassov, Valentin Birukow, Leonid Orbachevskyi, Uriy Shamsutdinov

Author Affiliations +

Proceedings Volume 3402, Optical Information Science and Technology (OIST97): Optical Memory and Neural Networks; (1998) https://doi.org/10.1117/12.304953
Event: Optical Information Science and Technology, 1997, Moscow, Russian Federation

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.

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Sergey Timofeew, Vladimir Eliseev, Oleg Tcherkassov, Valentin Birukow, Leonid Orbachevskyi, and Uriy Shamsutdinov "Development of the neural network algorithm projecting system Neural Architecture and its application in combining medical expert systems", Proc. SPIE 3402, Optical Information Science and Technology (OIST97): Optical Memory and Neural Networks, (1 April 1998); https://doi.org/10.1117/12.304953

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