Intelligent Analysis Of Fundus Images: Methods And Applications

Methods and Applications

Chen, Yuanyuan (Sichuan University, Zhong, Jie (University Of Electronic Science And Technology Of China, Zhang, Yi (Sichuan University - Intelligent Analysis Of Fundus Images: Methods And Applications

Omschrijving

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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Schrijver: Chen, Yuanyuan (Sichuan University, Zhong, Jie (University Of Electronic Science And Technology Of China, Zhang, Yi (Sichuan University
Titel: Intelligent Analysis Of Fundus Images: Methods And Applications
Uitgever: World Scientific Publishing Co Pte Ltd

Jaar: 2023
Taal: Engels
Pagina's: 248

EAN: 9789811270369
Bindwijze: Hardback

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Intelligent Analysis Of Fundus Images: Methods And Applications

Methods and Applications

Omschrijving

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