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Ophthalmic Medical Image Analysis

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Cover of 'Ophthalmic Medical Image Analysis'

Table of Contents

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    Book Overview
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    Chapter 1 Associations Between Retinal Microvasculature Changes and Gray Matter Volume in a Mid-Life Cohort at Risk of Developing Alzheimer’s Disease
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    Chapter 2 Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images
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    Chapter 3 Auxiliary-Domain Learning for a Functional Prediction of Glaucoma Progression
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    Chapter 4 QuickQual: Lightweight, Convenient Retinal Image Quality Scoring with Off-the-Shelf Pretrained Models
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    Chapter 5 Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation
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    Chapter 6 UAU-Net: United Attention U-Shaped Network for the Segmentation of Pigment Deposits in Fundus Images of Retinitis Pigmentosa
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    Chapter 7 Glaucoma Progression Detection and Humphrey Visual Field Prediction Using Discriminative and Generative Vision Transformers
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    Chapter 8 Utilizing Meta Pseudo Labels for Semantic Segmentation of Targeted Optic Nerve Features
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    Chapter 9 Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images
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    Chapter 10 Adapting Segment Anything Model (SAM) for Retinal OCT
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    Chapter 11 Dual-Modality Grading of Keratoconus Severity Based on Corneal Topography and Clinical Indicators
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    Chapter 12 Automated Optic Disc Finder and Segmentation Using Deep Learning for Blood Flow Studies in the Eye
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    Chapter 13 Multi-relational Graph Convolutional Neural Networks for Carotid Artery Stenosis Diagnosis via Fundus Images
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    Chapter 14 Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report
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    Chapter 15 A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting
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    Chapter 16 STAGE Challenge: Structural-Functional Transition in Glaucoma Assessment Challenge in MICCAI 2023
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Title
Ophthalmic Medical Image Analysis
Published by
Springer Nature Switzerland, October 2023
DOI 10.1007/978-3-031-44013-7
ISBNs
978-3-03-144012-0, 978-3-03-144013-7
Editors

Antony, Bhavna, Chen, Hao, Fang, Huihui, Fu, Huazhu, Lee, Cecilia S., Zheng, Yalin

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