Computational Retinal Image Analysis: Tools, Applications and Perspectives

Trucco, Emanuele, Macgillivray, Tom, Xu, Yanwu

  • 出版商: Academic Press
  • 出版日期: 2019-11-20
  • 售價: $5,390
  • 貴賓價: 9.5$5,121
  • 語言: 英文
  • 頁數: 445
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0081028164
  • ISBN-13: 9780081028162
  • 海外代購書籍(需單獨結帳)

商品描述

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