|
Physics
Developing the system of classification and diagnostics for ophtalmology deseases with the help of artificial neural networks
V. V. Bakutkina, Yu. N. Zaikob, A. S. Lepeskob, A. N. Skidanovb a Center for Vision Correction NUZ DKB st. Saratov-II of Russian Railways
b Stolypin’s Volga Regional Academy of State Service
Abstract:
The system and methodology of classification and diagnostics of ophthalmology deseases (or different stages of particular desease, namely, glaucoma) on the basis of artificial neural networks (ANN) are presented. Classification is made using the selforganising Kohonen maps. Diagnostics is performed with the help of ANN of perceptron type.
Keywords:
ophthalmology deseases, artificial neural networks.
Received: 05.02.2008
Citation:
V. V. Bakutkin, Yu. N. Zaiko, A. S. Lepesko, A. N. Skidanov, “Developing the system of classification and diagnostics for ophtalmology deseases with the help of artificial neural networks”, Izv. Sarat. Univ. Physics, 8:1 (2008), 36–41
Linking options:
https://www.mathnet.ru/eng/isuph414 https://www.mathnet.ru/eng/isuph/v8/i1/p36
|
Statistics & downloads: |
Abstract page: | 40 | Full-text PDF : | 17 | References: | 24 |
|