Deep Learning for Medical Image Analysis 2nd Edition

Zhou, S. Kevin, Greenspan, Hayit, Shen, Dinggang

  • 出版商: Academic Press
  • 出版日期: 2023-11-27
  • 售價: $4,460
  • 貴賓價: 9.5$4,237
  • 語言: 英文
  • 頁數: 518
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 032385124X
  • ISBN-13: 9780323851244
  • 相關分類: DeepLearning
  • 海外代購書籍(需單獨結帳)

商品描述

Deep Learning for Medical Image Analysis, Second Edition is a great learning resource for academic and industry researchers and graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis. Deep learning provides exciting solutions for medical image analysis problems and is a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component are applied to medical image detection, segmentation, registration, and computer-aided analysis.

商品描述(中文翻譯)

《醫學影像分析的深度學習,第二版》是一本非常適合學術界和工業界研究人員以及修讀機器學習、深度學習、計算機視覺和醫學影像計算與分析課程的研究生的學習資源。深度學習為醫學影像分析問題提供了令人興奮的解決方案,並且是未來應用的關鍵方法。本書清晰地介紹了神經網絡和深度學習概念的原理和方法,展示了將深度學習作為核心組件的算法如何應用於醫學影像檢測、分割、配準和計算機輔助分析。