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.

Author: Yuanyuan Chen, Yi Zhang, Jie Zhong
Publisher: World Scientific Publishing Company
Published: 07/10/2023
Pages: 248
Binding Type: Hardcover
Weight: 1.10lbs
Size: 9.00h x 6.00w x 0.63d
ISBN13: 9789811270369
ISBN10: 9811270368
BISAC Categories:
- Computers | Data Science | Neural Networks
- Computers | Artificial Intelligence | General