Erkennung Von Keratokonus Und Nicht-Keratokonus-Fällen

Name: Erkennung Von Keratokonus Und Nicht-Keratokonus-Fällen
Brand: Verlag Unser Wissen
SKU: 9786209930096
Price: 8003.0 INR
Availability: InStock

by Mustafa Mohammed Saeed , Raid Al-Nima

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ISBN13: 9786209930096
Binding: Paperback
Subject: N/A
Publisher: Verlag Unser Wissen
Publisher Imprint: Verlag Unser Wissen
Publication Date: April 28, 2026
Pages: 140
Original Price: USD 89.0
Language: German
Edition: N/A
Item Weight: 195 grams
BISAC Subject(s): General

About The Book

Die Hornhaut, die f�r mehr als zwei Drittel der Fokussierungskraft des Auges verantwortlich ist, reagiert sehr empfindlich auf selbst kleine Kr�mmungs�nderungen, die das Sehverm�gen erheblich beeintr�chtigen k�nnen. Keratokonus ist eine fortschreitende Erkrankung, die durch eine Verd�nnung der Hornhaut gekennzeichnet ist und zu Kurzsichtigkeit und irregul�rem Astigmatismus f�hrt, was eine fr�hzeitige Erkennung f�r eine wirksame Behandlung unerl�sslich macht.In diesem Buch wird ein spezielles medizinisches System zur Fr�herkennung von Keratokonus vorgestellt, das einen neu entwickelten Datensatz, den Real Clinical Dataset for Keratoconus (RCDK), verwendet, der mehrere Hornhautkarten wie axiale/sagittale Kr�mmung, Dicke und Elevation enth�lt. Zur Verbesserung der Bildqualit�t werden fortschrittliche Vorverarbeitungstechniken eingesetzt. Zur Analyse dieser Karten wird ein auf Deep-Learning-Modellen basierender Ansatz der k�nstlichen Intelligenz verwendet. Jedes Modell verarbeitet eine spezifische Karte, und ein Fusionsverfahren kombiniert ihre Ergebnisse, um die Diagnosegenauigkeit zu verbessern. Bei der Verwendung von 704 Bildern erreichte das System eine hohe Einzelgenauigkeit zwischen 90 % und 97,14 %, w�hrend die Fusionsmethode eine Genauigkeit von 100 % erreichte.Das System wurde auf einem Raspberry Pi 4 mit Python und einer benutzerfreundlichen Schnittstelle implementiert.

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