Computational Retinal Image Analysis: Tools, Applications and Perspectives
暫譯: 計算視網膜影像分析:工具、應用與展望

Trucco, Emanuele, Macgillivray, Tom, Xu, Yanwu

  • 出版商: Academic Press
  • 出版日期: 2019-11-20
  • 售價: $5,930
  • 貴賓價: 9.5$5,634
  • 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)

相關主題

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

商品描述(中文翻譯)

《計算視網膜影像分析:工具、應用與展望》概述了當代視網膜影像分析(RIA)在醫療資訊學和人工智慧背景下的發展。具體而言,本書提供了該領域的歷史、RIA的臨床動機、技術基礎(影像獲取方式、儀器)、基本操作的計算技術、病變檢測(例如青光眼的視神經盤、糖尿病的微動脈瘤)和驗證,以及對當前研究的見解,這些研究借鑒了人工智慧和大數據。本書是視網膜影像分析、計算眼科學、人工智慧、生物醫學工程、健康資訊學等領域研究人員和研究生的理想參考資料。

- 提供了獨特、結構良好且整合的視網膜影像分析概述
- 提供對未來領域的見解,例如大規模篩檢計畫、精準醫療和電腦輔助眼科護理
- 包含公司和專業機構的計畫與願景