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Computational Retinal Image Analysis: Tools, Applications and Perspectives
Paperback
Series: The Miccai Society Book
ApplicationsGeneral ComputersGeneral Science
ISBN13: 9780081028162
Publisher: Academic Pr Inc
Published: Nov 20 2019
Pages: 502
Weight: 1.89
Height: 1.01 Width: 7.50 Depth: 9.25
Language: English
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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