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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