Retinal Optical Coherence Tomography Image Analysis / edited by Xinjian Chen, Fei Shi, Haoyu Chen.

Format:

Book

Contributor:

Chen, Xinjian, editor.

Shi, Fei, editor.

Chen, Haoyu, editor.

SpringerLink (Online service)

Series:

Physics and Astronomy (Springer-11651)

Biological and medical physics, biomedical engineering 1618-7210

Biological and Medical Physics, Biomedical Engineering, 1618-7210

Language:

English

Subjects (All):

Lasers.

Photonics.

Medical physics.

Radiation.

Biomedical engineering.

Optical data processing.

Radiology.

Ophthalmology.

Optics, Lasers, Photonics, Optical Devices.

Medical and Radiation Physics.

Biomedical Engineering and Bioengineering.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Imaging / Radiology.

Local Subjects:

Optics, Lasers, Photonics, Optical Devices.

Medical and Radiation Physics.

Biomedical Engineering and Bioengineering.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Imaging / Radiology.

Ophthalmology.

Physical Description:

1 online resource (XI, 385 pages) : 189 illustrations, 156 illustrations in color.

Edition:

First edition 2019.

Contained In:

Springer eBooks

Place of Publication:

Singapore : Springer Singapore : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

This book introduces the latest optical coherence tomography (OCT) imaging and computerized automatic image analysis techniques, and their applications in the diagnosis and treatment of retinal diseases. Discussing the basic principles and the clinical applications of OCT imaging, OCT image preprocessing, as well as the automatic detection and quantitative analysis of retinal anatomy and pathology, it includes a wealth of clinical OCT images, and state-of-the-art research that applies novel image processing, pattern recognition and machine learning methods to real clinical data. It is a valuable resource for researchers in both medical image processing and ophthalmic imaging.

Contents:

Clinical applications of retinal optical coherence tomography

Fundamentals of optical coherence tomography

Speckle noise reduction and enhancement for OCT images

Reconstruction of retinal OCT images with sparse representation

Segmentation of OCT scans using probabilistic graphical models

Diagnostic capability of optical coherence tomography based quantitative analysis for various eye diseases and additional factors affecting morphological measurements

Quantitative analysis of retinal layers' optical intensities based on optical coherence tomography

Segmentation of optic disc and cup-to-disc ratio quantification based on OCT scans

Choroidal OCT analytics

Layer segmentation and analysis for retina with diseases

Segmentation and visualization of drusen and geographic atrophy in SD-OCT images

Segmentation of symptomatic exudate-associated derangements in 3D OCT images

Modeling and prediction of chroidal neovascularization growth based on longitudinal OCT scans.

Other Format:

Printed edition:

ISBN:

978-981-13-1825-2

9789811318252

Access Restriction:

Restricted for use by site license.