Statistical and neural net methods for automatic glaucoma diagnosis determination

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F04%3A00002383" target="_blank" >RIV/61989592:15310/04:00002383 - isvavai.cz</a>

Alternative codes found

RIV/68378271:_____/04:00020692

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Statistical and neural net methods for automatic glaucoma diagnosis determination

Original language description

Two new computer diagnostic methods for the automatic determination of glaucoma diagnosis are presented and compared in this paper: the statistical method and the neural net method. Both introduced methods evaluate colour glaucomatous changes within theoptic disc area. The mentioned colour changes are numerically represented using a suitable image analysis process. Next, the investigated eye is classified to three defined glaucoma-risk classes with different reliability of the diagnosis determination.The verification and the reliability comparison of both studied methods are performed by virtue of the application of this methods to a set of normal healthy optic disc images and a set of glaucomatous optic disc images.

Czech name

Statistická metoda a metoda neuronové sítě pro sutomatickou diagnostiku glaukomu

Czech description

V článku jsou prezentovány a srovnány dvě nové počítačové metody pro automatické stanovení glaukomové diagnózy: statistická metoda a metoda neuronové sítě. Obě uvedené metody hodnotí barevné glaukomové změny uvnitř oblasti slepé skvrny sítnice. Zmíněné barevné změny jsou numericky reprezentovány využitím vhodného procesu obrazové analýzy.

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

BH - Optics, masers and lasers

OECD FORD branch

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Project

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Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2004

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Central European Journal of Physics

ISSN

1644-3608

e-ISSN

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Volume of the periodical

2

Issue of the periodical within the volume

1

Country of publishing house

PL - POLAND

Number of pages

13

Pages from-to

12-24

UT code for WoS article

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EID of the result in the Scopus database

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