Retinal Optical Coherence Tomography Image Analysis

• Corporate Author: SpringerLink (Online service)
• Other Authors: Chen, Xinjian (Editor, http://id.loc.gov/vocabulary/relators/edt), Shi, Fei (Editor, http://id.loc.gov/vocabulary/relators/edt), Chen, Haoyu (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Biological and Medical Physics, Biomedical Engineering,
• Subjects: 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.

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 preproce...

Table of 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.