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Books > Professional & Technical > Energy technology & engineering > Electrical engineering
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Image Analysis and Modeling in Ophthalmology (Paperback)
Loot Price: R2,902
Discovery Miles 29 020
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Image Analysis and Modeling in Ophthalmology (Paperback)
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Digital fundus images can effectively diagnose glaucoma and
diabetes retinopathy, while infrared imaging can show changes in
the vascular tissues. Likening the eye to the conventional camera,
Image Analysis and Modeling in Ophthalmology explores the
application of advanced image processing in ocular imaging. This
book considers how images can be used to effectively diagnose
ophthalmologic problems. It introduces multi-modality image
processing algorithms as a means for analyzing subtle changes in
the eye. It details eye imaging, textural imaging, and modeling,
and highlights specific imaging and modeling techniques. The book
covers the detection of diabetes retinopathy, glaucoma, anterior
segment eye abnormalities, instruments on detection of glaucoma,
and development of human eye models using computational fluid
dynamics and heat transfer principles to predict inner temperatures
of the eye from its surface temperature. It presents an ultrasound
biomicroscopy (UBM) system for anterior chamber angle imaging and
proposes an automated anterior segment eye disease classification
system that can be used for early disease diagnosis and treatment
management. It focuses on the segmentation of the blood vessels in
high-resolution retinal images and describes the integration of the
image processing methodologies in a web-based framework aimed at
retinal analysis. The authors introduce the A-Levelset algorithm,
explore the ARGALI system to calculate the cup-to-disc ratio (CDR),
and describe the Singapore Eye Vessel Assessment (SIVA) system, a
holistic tool which brings together various technologies from image
processing and artificial intelligence to construct vascular models
from retinal images. The text furnishes the working principles of
mechanical and optical instruments for the diagnosis and healthcare
administration of glaucoma, reviews state-of-the-art CDR
calculation detail, and discusses the existing methods and
databases. Image Analysis and Modeling in Ophthalmology includes
the latest research development in the field of eye modeling and
the multi-modality image processing techniques in ocular imaging.
It addresses the differences, performance measures, advantages and
disadvantages of various approaches, and provides extensive reviews
on related fields.
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