Computational Retinal Image Analysis —— Tools, Applications and Perspectives

----- 计算机视网膜图像分析

ISBN: 9780081028162 出版年：2019 页码：506 Academic Press_RM

Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, technical foundations (image acquisition modalities, instruments), computational techniques for essential operations, lesion detection (e.g. optic disc in glaucoma, microaneurysms in diabetes) and validation, as well as insights into current investigations drawing from artificial intelligence and big data. This comprehensive reference is ideal for researchers and graduate students in retinal image analysis, computational ophthalmology, artificial intelligence, biomedical engineering, health informatics, and more.Provides a unique, well-structured and integrated overview of retinal image analysisGives insights into future areas, such as large-scale screening programs, precision medicine, and computer-assisted eye careIncludes plans and aspirations of companies and professional bodies