Retinal Optical Coherence Tomography Image Analysis

Description

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. Front Matter ....Pages i-xi Clinical Applications of Retinal Optical Coherence Tomography (Haoyu Chen, Tingkun Shi, Danny Siu-Chun Ng)....Pages 1-25 Fundamentals of Retinal Optical Coherence Tomography (Delia Cabrera DeBuc, Gábor Márk Somfai, Bo Wang)....Pages 27-37 Speckle Noise Reduction and Enhancement for OCT Images (Zahra Amini, Raheleh Kafieh, Hossein Rabbani)....Pages 39-72 Reconstruction of Retinal OCT Images with Sparse Representation (Leyuan Fang, Shutao Li)....Pages 73-103 Segmentation of OCT Scans Using Probabilistic Graphical Models (Fabian Rathke, Mattia Desana, Christoph Schnörr)....Pages 105-130 Diagnostic Capability of Optical Coherence Tomography Based Quantitative Analysis for Various Eye Diseases and Additional Factors Affecting Morphological Measurements (Delia Cabrera DeBuc, Jing Tian, Andrea Szigeti, Erika Tátrai, Boglárka Enikő Varga, Gábor Márk Somfai)....Pages 131-167 Quantitative Analysis of Retinal Layers’ Optical Intensities Based on Optical Coherence Tomography (Enting Gao, Fei Shi, Haoyu Chen, Xinjian Chen)....Pages 169-191 Segmentation of Optic Disc and Cup-to-Disc Ratio Quantification Based on OCT Scans (Menglin Wu, Theodore Leng, Luis de Sisternes, Daniel L. Rubin, Qiang Chen)....Pages 193-209 Choroidal OCT Analytics (Kiran Kumar Vupparaboina, Ashutosh Richhariya, Jay Chhablani, Soumya Jana)....Pages 211-241 Layer Segmentation and Analysis for Retina with Diseases (Fei Shi, Weifang Zhu, Xinjian Chen)....Pages 243-279 Segmentation and Visualization of Drusen and Geographic Atrophy in SD-OCT Images (Qiang Chen, Sijie Niu, Luis de Sisternes, Theodore Leng, Daniel L. Rubin)....Pages 281-344 Segmentation of Symptomatic Exudate-Associated Derangements in 3D OCT Images (Lingjiao Pan, Xinjian Chen)....Pages 345-365 Modeling and Prediction of Choroidal Neovascularization Growth Based on Longitudinal OCT Scans (Fei Shi, Shuxia Zhu, Xinjian Chen)....Pages 367-379 Back Matter ....Pages 381-385