Intelligent Analysis Of Fundus Images: Methods And Applications (Series On Deep Learning Neural Networks)

Chen, Yuanyuan; Zhang, Yi; Zhong, Jie

ISBN 10: 9811270368 ISBN 13: 9789811270369

Published by WSPC, 2023

Language: English

Condition: New Hardcover

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Bibliographic Details

Title

Intelligent Analysis Of Fundus Images: Methods And Applications (Series On Deep Learning Neural Networks)

Publisher

WSPC

Publication Date

2023

Language

English

ISBN 10

9811270368

ISBN 13

9789811270369

Binding

Hardcover

Condition

New

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Synopsis

This comprehensive compendium designs deep neural network models and systems for intelligent analysis of fundus imaging. In response to several blinding fundus diseases such as Retinopathy of Prematurity (ROP), Diabetic Retinopathy (DR) and Macular Edema (ME), different image acquisition devices and fundus image analysis tasks are elaborated. From the actual fundus disease analysis tasks, various deep neural network models and experimental results are constructed and analyzed. For each task, an actual system for clinical application is developed. This useful reference text provides theoretical and experimental reference basis for AI researchers, system engineers of intelligent medicine and ophthalmologists.

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