Computational Retinal Image Analysis: Tools, Applications and PerspectivesКНИГИ » ЗДОРОВЬЕ И МЕДИЦИНА
Название: Computational Retinal Image Analysis: Tools, Applications and Perspectives Автор: Emanuele Trucco, Tom MacGillivray, Yanwu Xu Издательство: Academic Press Год: 2019 Формат: PDF Страниц: 476 Размер: 54,5 Mb Язык: 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.
Provides a unique, well-structured and integrated overview of retinal image analysis Gives insights into future areas, such as large-scale screening programs, precision medicine, and computer-assisted eye care Includes plans and aspirations of companies and professional bodies
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