Title: Classification et localisation des maladies oculaires � l'aide de CNN (French Edition)
Publisher: Editions Notre Savoir
Publication Date: 2024
Language: French
ISBN 10: 6208081033
ISBN 13: 9786208081034
Binding: Soft cover
Condition: New
Weight: 217 grams

About this title

Synopsis

Les causes les plus courantes de perte de vision dans le monde sont la cataracte, le glaucome et les troubles r�tiniens. La pr�valence croissante de ces maladies n�cessite un diagnostic imm�diat et pr�cis. L'approche propos�e a �t� cr��e et con�ue pour faciliter le diagnostic des maladies de la r�tine, du glaucome, de la cataracte et de bien d'autres encore. Les r�seaux neuronaux artificiels et les r�seaux neuronaux convolutifs sont utilis�s pour classer et localiser les probl�mes oculaires. L'approche propos�e r�duira le nombre de c�cit�s provoqu�es en permettant aux patients de recevoir les soins n�cessaires pour les maladies mentionn�es � un stade pr�coce. La m�thode choisie permet �galement d'�valuer l'efficacit� et la s�curit� de la chirurgie de la cataracte pour les yeux atteints de d�g�n�rescence maculaire li�e � l'�ge, ainsi que d'identifier le glaucome et les maladies de la r�tine. Cette �tude utilise des photos du fond d'oeil d'yeux sains ainsi que d'yeux atteints de glaucome, de cataracte et de r�tine pour montrer la pr�cision des algorithmes. De nos jours, le concept de cat�gorisation des photographies en fonction de leur fond d'oeil et d'extraction des caract�ristiques est bien connu, et il joue �galement un r�le crucial dans la conclusion.

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