Computational Retinal Image Analysis: Tools, Applications and Perspectives


Computational Retinal Image Analysis: Tools, Applications and Perspectives 1st Edition
By 作者:Emanuele Trucco MSc PhD FRSA FIAPR (Editor), Tom MacGillivray (Editor), Yanwu Xu (Editor)
pages 页数: 502 pages
Publisher Finelybook 出版社: Academic Press; 1 edition (December 4, 2019)
Language 语言: English
ISBN-10 书号:0081028164
ISBN-13 书号:9780081028162
Book Description to Finelybook sorting
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.


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