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portada Intelligent Analysis of Fundus Images: Methods and Applications
Type
Physical Book
Author
Publisher
Language
English
Pages
248
Format
Hardcover
Dimensions
22.9 x 15.2 x 1.6 cm
Weight
0.50 kg.
ISBN13
9789811270369
Categories

Intelligent Analysis of Fundus Images: Methods and Applications

Yi Zhang (Author) · Yuanyuan Chen (Author) · Jie Zhong (Author) · World Scientific Publishing Company · Hardcover

Intelligent Analysis of Fundus Images: Methods and Applications - Chen, Yuanyuan ; Zhang, Yi ; Zhong, Jie

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Synopsis "Intelligent Analysis of Fundus Images: Methods and Applications"

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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